diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelLithiumPlating.time_setup_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelLithiumPlating.time_setup_model.json
index 4da6a1312..57bb81b47 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelLithiumPlating.time_setup_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelLithiumPlating.time_setup_model.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model.json
index 99ed71aac..2a8446447 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelParticle.time_setup_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelParticle.time_setup_model.json
index 222a6051d..5dd643ad3 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelParticle.time_setup_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelParticle.time_setup_model.json
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelSEI.time_setup_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelSEI.time_setup_model.json
index 1237d196d..8a6ad959c 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelSEI.time_setup_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelSEI.time_setup_model.json
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelSurfaceForm.time_setup_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelSurfaceForm.time_setup_model.json
index 8c5c0a55f..66e2c17da 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelSurfaceForm.time_setup_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelSurfaceForm.time_setup_model.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelThermal.time_setup_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelThermal.time_setup_model.json
index 8e92d05a5..740897707 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelThermal.time_setup_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeBuildModelThermal.time_setup_model.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLithiumPlating.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLithiumPlating.time_solve_model.json
index 0362fdeb0..e56257e69 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLithiumPlating.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLithiumPlating.time_solve_model.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json
index c4223c95d..c5f22b8b1 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveParticle.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveParticle.time_solve_model.json
index 95ac37d00..77be126b2 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveParticle.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveParticle.time_solve_model.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveSEI.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveSEI.time_solve_model.json
index 5c1ad11b4..916d8f8f9 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveSEI.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveSEI.time_solve_model.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveSurfaceForm.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveSurfaceForm.time_solve_model.json
index 7640e2128..cf53fb067 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveSurfaceForm.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveSurfaceForm.time_solve_model.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveThermal.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveThermal.time_solve_model.json
index 7222e51fc..c4d1aeee3 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveThermal.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveThermal.time_solve_model.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV.json
index ebce2c2f4..f0e6c4ad1 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT.json
index ebce2c2f4..f0e6c4ad1 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV.json
index ebce2c2f4..f0e6c4ad1 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT.json
index ebce2c2f4..f0e6c4ad1 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT.json
@@ -1 +1 @@
-[[15407, [952.0, 952.0]], [15451, [952.0, 952.0]], [15472, [952.0, 952.0]], [15524, [952.0, 952.0]], [15553, [952.0, 952.0]], [15607, [952.0, 952.0]], [15615, [952.0, 952.0]], [15628, [952.0, 952.0]], [15647, [952.0, 952.0]], [15665, [952.0, 952.0]], [15687, [952.0, 952.0]], [15693, [952.0, 952.0]], [15747, [952.0, 952.0]], [15776, [952.0, 952.0]], [15790, [952.0, 952.0]], [15830, [952.0, 952.0]], [15844, [952.0, 952.0]], [15858, [952.0, 952.0]], [15899, [952.0, 952.0]], [15911, [952.0, 952.0]], [15913, [952.0, 952.0]], [15918, [952.0, 952.0]], [15949, [952.0, 952.0]], [15977, [952.0, 952.0]], [16024, [952.0, 952.0]], [16029, [952.0, 952.0]], [16039, [952.0, 952.0]], [16087, [952.0, 952.0]], [16093, [952.0, 952.0]], [16105, [952.0, 952.0]], [16112, [952.0, 952.0]]]
\ No newline at end of file
+[[15407, [952.0, 952.0]], [15451, [952.0, 952.0]], [15472, [952.0, 952.0]], [15524, [952.0, 952.0]], [15553, [952.0, 952.0]], [15607, [952.0, 952.0]], [15615, [952.0, 952.0]], [15628, [952.0, 952.0]], [15647, [952.0, 952.0]], [15665, [952.0, 952.0]], [15687, [952.0, 952.0]], [15693, [952.0, 952.0]], [15747, [952.0, 952.0]], [15776, [952.0, 952.0]], [15790, [952.0, 952.0]], [15830, [952.0, 952.0]], [15844, [952.0, 952.0]], [15858, [952.0, 952.0]], [15899, [952.0, 952.0]], [15911, [952.0, 952.0]], [15913, [952.0, 952.0]], [15918, [952.0, 952.0]], [15949, [952.0, 952.0]], [15977, [952.0, 952.0]], [16024, [952.0, 952.0]], [16029, [952.0, 952.0]], [16039, [952.0, 952.0]], [16087, [952.0, 952.0]], [16093, [952.0, 952.0]], [16105, [952.0, 952.0]], [16109, [952.0, 952.0]]]
\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemCreateExpression.mem_create_expression.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemCreateExpression.mem_create_expression.json
index c90b41f77..fda27d466 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemCreateExpression.mem_create_expression.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemCreateExpression.mem_create_expression.json
@@ -1 +1 @@
-[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16112, 448.0]]
\ No newline at end of file
+[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16109, 448.0]]
\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression.json
index c90b41f77..fda27d466 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression.json
@@ -1 +1 @@
-[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16112, 448.0]]
\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_discretise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_discretise.json
index 0e860c0a9..39b12d380 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_discretise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_discretise.json
@@ -1 +1 @@
-[[15407, 192.0], [15451, 192.0], [15472, 192.0], [15524, 192.0], [15553, 192.0], [15607, 192.0], [15615, 192.0], [15628, 192.0], [15647, 192.0], [15665, 192.0], [15687, 192.0], [15693, 192.0], [15747, 192.0], [15776, 192.0], [15790, 192.0], [15830, 192.0], [15844, 192.0], [15858, 192.0], [15899, 192.0], [15911, 192.0], [15913, 192.0], [15918, 192.0], [15949, 192.0], [15977, 192.0], [16024, 192.0], [16029, 192.0], [16039, 192.0], [16087, 192.0], [16093, 192.0], [16105, 192.0], [16112, 192.0]]
\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise.json
index 8f7196b45..7ea11f72d 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemParameteriseModel.mem_create_expression.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemParameteriseModel.mem_create_expression.json
index c90b41f77..fda27d466 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemParameteriseModel.mem_create_expression.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemParameteriseModel.mem_create_expression.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemParameteriseModel.mem_parameterise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemParameteriseModel.mem_parameterise.json
index 8f7196b45..7ea11f72d 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemParameteriseModel.mem_parameterise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemParameteriseModel.mem_parameterise.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_create_expression.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_create_expression.json
index c90b41f77..fda27d466 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_create_expression.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_create_expression.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_discretise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_discretise.json
index 0e860c0a9..39b12d380 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_discretise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_discretise.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_parameterise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_parameterise.json
index 8f7196b45..7ea11f72d 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_parameterise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_parameterise.json
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_solve.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_solve.json
index 8758f5d56..995fb9e4e 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_solve.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/memory_unit_benchmarks.MemSolveModel.mem_solve.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/summary.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/summary.json
index b2cf0f391..cd8ef4c58 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/summary.json
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@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN.json
index 9e8a2108f..d0d907514 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN.json
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation.json
index 90399a929..0cbcf4989 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM.json
index e42babd02..a6162de06 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation.json
index 4c08f42e1..075cffb4c 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation.json
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe.json
index 7fad4c0fa..3fb09ebe0 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe.json
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation.json
index 2158fc35b..d0b79cc85 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_sims_experiments.TimeSimulation.time_setup.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_sims_experiments.TimeSimulation.time_setup.json
index 5849ac055..3781405d0 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_sims_experiments.TimeSimulation.time_setup.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_sims_experiments.TimeSimulation.time_setup.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_sims_experiments.TimeSimulation.time_solve.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_sims_experiments.TimeSimulation.time_solve.json
index 50afdbaef..caa7357de 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_sims_experiments.TimeSimulation.time_solve.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_sims_experiments.TimeSimulation.time_solve.json
@@ -1 +1 @@
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveDFN.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveDFN.time_solve_model.json
index 41e6ddc72..f4eb3193c 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveDFN.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveDFN.time_solve_model.json
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diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveSPM.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveSPM.time_solve_model.json
index 4ff2a1fdc..eecbf43e5 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveSPM.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveSPM.time_solve_model.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveSPMe.time_solve_model.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveSPMe.time_solve_model.json
index 1aa1a0b27..998bcac49 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveSPMe.time_solve_model.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/time_solve_models.TimeSolveSPMe.time_solve_model.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeCreateExpression.time_create_expression.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeCreateExpression.time_create_expression.json
index d765a01c7..993751a8d 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeCreateExpression.time_create_expression.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeCreateExpression.time_create_expression.json
@@ -1 +1 @@
-[[15407, 0.0003363407999965299], [15451, 0.00041524712962739247], [15472, 0.000364308035711604], [15524, 0.00036155230357134575], [15553, 0.00030869293055325723], [15607, 0.0005776966578842373], [15615, 0.0003091732575746915], [15628, 0.00031452380303011466], [15647, 0.0003132546363669021], [15665, 0.00031196989393858087], [15687, 0.0003091584411750399], [15693, 0.0003122153636302921], [15747, 0.00031091474242009895], [15776, 0.00032181042424574775], [15790, 0.0003127454090845001], [15830, 0.000311362757574071], [15844, 0.0003094348181810236], [15858, 0.00031945515150834], [15899, 0.00032049507576010166], [15911, 0.0003081180735227248], [15913, 0.0003155409264683626], [15918, 0.00031452592424047356], [15949, 0.00031289883333046777], [15977, 0.00031938397059066656], [16024, 0.00030862759091164526], [16029, 0.0003163362878791359], [16039, 0.0003087139848503284], [16087, 0.00030492387878838957], [16093, 0.0003068972575771444], [16105, 0.00031086211764458685], [16112, 0.00031290183333319214]]
\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_create_expression.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_create_expression.json
index d3f40adfb..3e254c691 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_create_expression.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_create_expression.json
@@ -1 +1 @@
-[[15407, 0.000339298333339381], [15451, 0.000418186519228724], [15472, 0.0003632580178540528], [15524, 0.0003622917142860972], [15553, 0.0002928388285714131], [15607, 0.0005390200526203683], [15615, 0.00031334739705859163], [15628, 0.0003108079852990266], [15647, 0.0003144942121239045], [15665, 0.00031049593939190925], [15687, 0.0003133239393912046], [15693, 0.0003154604090868264], [15747, 0.00031101113635982483], [15776, 0.00031618552941381495], [15790, 0.00031491404545456385], [15830, 0.0003108852878795281], [15844, 0.00031520577941284285], [15858, 0.00031557704412133554], [15899, 0.00031475098529654133], [15911, 0.0003140896212113203], [15913, 0.0003099725000007917], [15918, 0.0003166816212121899], [15949, 0.0003125455757595553], [15977, 0.0003133283181810067], [16024, 0.00030752387878733725], [16029, 0.00032175849999556004], [16039, 0.00031099245454284255], [16087, 0.0003121921969674683], [16093, 0.0003114248333386311], [16105, 0.00031791635294265526], [16112, 0.000315804681814701]]
\ No newline at end of file
+[[15407, 0.000339298333339381], [15451, 0.000418186519228724], [15472, 0.0003632580178540528], [15524, 0.0003622917142860972], [15553, 0.0002928388285714131], [15607, 0.0005390200526203683], [15615, 0.00031334739705859163], [15628, 0.0003108079852990266], [15647, 0.0003144942121239045], [15665, 0.00031049593939190925], [15687, 0.0003133239393912046], [15693, 0.0003154604090868264], [15747, 0.00031101113635982483], [15776, 0.00031618552941381495], [15790, 0.00031491404545456385], [15830, 0.0003108852878795281], [15844, 0.00031520577941284285], [15858, 0.00031557704412133554], [15899, 0.00031475098529654133], [15911, 0.0003140896212113203], [15913, 0.0003099725000007917], [15918, 0.0003166816212121899], [15949, 0.0003125455757595553], [15977, 0.0003133283181810067], [16024, 0.00030752387878733725], [16029, 0.00032175849999556004], [16039, 0.00031099245454284255], [16087, 0.0003121921969674683], [16093, 0.0003114248333386311], [16105, 0.00031791635294265526], [16109, 0.0003203898939380617]]
\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_discretise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_discretise.json
index 618d207f0..1fb74e1e3 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_discretise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_discretise.json
@@ -1 +1 @@
-[[15407, 0.010525520499868435], [15451, 0.012911517000134154], [15472, 0.011616651999929672], [15524, 0.01126443900011509], [15553, 0.009212885000010829], [15607, 0.017649439499791697], [15615, 0.009390279499996268], [15628, 0.009224623500017515], [15647, 0.009350840000024618], [15665, 0.00938306074999673], [15687, 0.009429039499991632], [15693, 0.009545072750029249], [15747, 0.009221935750019838], [15776, 0.009232232749923241], [15790, 0.00942485600000964], [15830, 0.009314795750015037], [15844, 0.009424895749987172], [15858, 0.009582103500008543], [15899, 0.00935681999993676], [15911, 0.009398062000002483], [15913, 0.009309545500059357], [15918, 0.009469804249988556], [15949, 0.009300723250078136], [15977, 0.00945565750004107], [16024, 0.009623625250014811], [16029, 0.009530831250117444], [16039, 0.009269793499925072], [16087, 0.009258606499997768], [16093, 0.009327961749932001], [16105, 0.00934153149995609], [16112, 0.009383793250037797]]
\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_parameterise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_parameterise.json
index 3a14af2c3..85ddde934 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_parameterise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeDiscretiseModel.time_parameterise.json
@@ -1 +1 @@
-[[15407, 0.0003625267857135636], [15451, 0.00047030612000071415], [15472, 0.00041263398077699795], [15524, 0.0004120808600009695], [15553, 0.0003217364852984621], [15607, 0.0006156342647313175], [15615, 0.0003396814354822885], [15628, 0.00034080629999759066], [15647, 0.00033995800000015625], [15665, 0.00036423008333485996], [15687, 0.0003431136451581551], [15693, 0.00034152838333814846], [15747, 0.00033580898386917986], [15776, 0.00033831028332921657], [15790, 0.0003449127096781658], [15830, 0.0003408916833336662], [15844, 0.0003387193064444575], [15858, 0.0003427189166662477], [15899, 0.0003463558103382231], [15911, 0.00034149041935858894], [15913, 0.00034395158065176327], [15918, 0.0003360861290297356], [15949, 0.0003415546333333926], [15977, 0.00034439187096825573], [16024, 0.00033952341666463324], [16029, 0.00033696341936393444], [16039, 0.0003425943166651753], [16087, 0.0003369862903208477], [16093, 0.0003372366290345634], [16105, 0.00034020869354882904], [16112, 0.0003439686129057361]]
\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeParameteriseModel.time_create_expression.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeParameteriseModel.time_create_expression.json
index f34e59a4a..da48f679f 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeParameteriseModel.time_create_expression.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeParameteriseModel.time_create_expression.json
@@ -1 +1 @@
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\ No newline at end of file
+[[15407, 0.00034218995000401264], [15451, 0.000413460879317113], [15472, 0.00036165262499464134], [15524, 0.00035981646428646333], [15553, 0.0003009984857174329], [15607, 0.0005380991000038194], [15615, 0.00030814604545784357], [15628, 0.00031266866666225144], [15647, 0.0003142939999978614], [15665, 0.0003099523484886022], [15687, 0.00031222467646998934], [15693, 0.00030859183333508224], [15747, 0.000307854455888232], [15776, 0.0003102741212132693], [15790, 0.0003130965151595691], [15830, 0.00031058542647181586], [15844, 0.0003101716666695652], [15858, 0.00030930784848323765], [15899, 0.0003078813484831478], [15911, 0.000310205602940026], [15913, 0.0003095377575749753], [15918, 0.00031084273528931053], [15949, 0.0003107851818130615], [15977, 0.0003121099545482635], [16024, 0.00030892830303249263], [16029, 0.0003137980000026212], [16039, 0.0003175191911750249], [16087, 0.00030574707353239587], [16093, 0.00030722089393913683], [16105, 0.00031743839706250047], [16109, 0.0003111969264717332]]
\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeParameteriseModel.time_parameterise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeParameteriseModel.time_parameterise.json
index 4c7b17027..0b97a8307 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeParameteriseModel.time_parameterise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeParameteriseModel.time_parameterise.json
@@ -1 +1 @@
-[[15407, 0.0003716043392825798], [15451, 0.000487992519236531], [15472, 0.00042060913461647526], [15524, 0.0004228249799916739], [15553, 0.00032457014705922866], [15607, 0.0006574551764782989], [15615, 0.0003482639354850166], [15628, 0.00034646595000064435], [15647, 0.00034524216666795835], [15665, 0.0003484510000021146], [15687, 0.000349261549994632], [15693, 0.00035009425000301537], [15747, 0.0003420282666638741], [15776, 0.0003453983833348199], [15790, 0.00035100366129324446], [15830, 0.0003483740322574322], [15844, 0.00035009856451544635], [15858, 0.00034918570000096833], [15899, 0.0003471891935503429], [15911, 0.00034790085483623], [15913, 0.00034826350000306166], [15918, 0.00034803166129075827], [15949, 0.0003417662272761046], [15977, 0.00034249673333306416], [16024, 0.00034783312903454637], [16029, 0.0003507359677409876], [16039, 0.0003449289516142486], [16087, 0.0003483245483853499], [16093, 0.0003459564516142857], [16105, 0.0003510925483851679], [16112, 0.00034780317741933686]]
\ No newline at end of file
+[[15407, 0.0003716043392825798], [15451, 0.000487992519236531], [15472, 0.00042060913461647526], [15524, 0.0004228249799916739], [15553, 0.00032457014705922866], [15607, 0.0006574551764782989], [15615, 0.0003482639354850166], [15628, 0.00034646595000064435], [15647, 0.00034524216666795835], [15665, 0.0003484510000021146], [15687, 0.000349261549994632], [15693, 0.00035009425000301537], [15747, 0.0003420282666638741], [15776, 0.0003453983833348199], [15790, 0.00035100366129324446], [15830, 0.0003483740322574322], [15844, 0.00035009856451544635], [15858, 0.00034918570000096833], [15899, 0.0003471891935503429], [15911, 0.00034790085483623], [15913, 0.00034826350000306166], [15918, 0.00034803166129075827], [15949, 0.0003417662272761046], [15977, 0.00034249673333306416], [16024, 0.00034783312903454637], [16029, 0.0003507359677409876], [16039, 0.0003449289516142486], [16087, 0.0003483245483853499], [16093, 0.0003459564516142857], [16105, 0.0003510925483851679], [16109, 0.000350549661293958]]
\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_create_expression.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_create_expression.json
index 263e18cec..24610cad4 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_create_expression.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_create_expression.json
@@ -1 +1 @@
-[[15407, 0.0003461357833354365], [15451, 0.0004234312307726913], [15472, 0.0003875369999946088], [15524, 0.0003740241071454875], [15553, 0.0003120246428579776], [15607, 0.000559359473706871], [15615, 0.0003215708181835108], [15628, 0.0003189249545405828], [15647, 0.00031996637879370667], [15665, 0.00031938409090964177], [15687, 0.00031800445454984697], [15693, 0.00032199872727246793], [15747, 0.00031811918181505683], [15776, 0.00031941654545293704], [15790, 0.00033291010293744287], [15830, 0.0003204741323489704], [15844, 0.00031811965151050435], [15858, 0.0003195770757567075], [15899, 0.0003199624705918241], [15911, 0.0003162716969744438], [15913, 0.0003266948181824387], [15918, 0.0003215306363596359], [15949, 0.0003214751515226012], [15977, 0.0003212672272742235], [16024, 0.00031589807575859265], [16029, 0.0003231107575733073], [16039, 0.00031749072727369355], [16087, 0.00032040607575736704], [16093, 0.00031708794117816174], [16105, 0.0003256030882392438], [16112, 0.00032018774242136385]]
\ No newline at end of file
+[[15407, 0.0003461357833354365], [15451, 0.0004234312307726913], [15472, 0.0003875369999946088], [15524, 0.0003740241071454875], [15553, 0.0003120246428579776], [15607, 0.000559359473706871], [15615, 0.0003215708181835108], [15628, 0.0003189249545405828], [15647, 0.00031996637879370667], [15665, 0.00031938409090964177], [15687, 0.00031800445454984697], [15693, 0.00032199872727246793], [15747, 0.00031811918181505683], [15776, 0.00031941654545293704], [15790, 0.00033291010293744287], [15830, 0.0003204741323489704], [15844, 0.00031811965151050435], [15858, 0.0003195770757567075], [15899, 0.0003199624705918241], [15911, 0.0003162716969744438], [15913, 0.0003266948181824387], [15918, 0.0003215306363596359], [15949, 0.0003214751515226012], [15977, 0.0003212672272742235], [16024, 0.00031589807575859265], [16029, 0.0003231107575733073], [16039, 0.00031749072727369355], [16087, 0.00032040607575736704], [16093, 0.00031708794117816174], [16105, 0.0003256030882392438], [16109, 0.0003202068181804641]]
\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_discretise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_discretise.json
index 45fc023d2..a4de37a1b 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_discretise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_discretise.json
@@ -1 +1 @@
-[[15407, 0.01062896999997065], [15451, 0.013091228000007504], [15472, 0.011884253499943043], [15524, 0.011525144499955786], [15553, 0.009430757249958788], [15607, 0.01769408400014072], [15615, 0.00944862699998339], [15628, 0.00934407924989955], [15647, 0.009436284250000426], [15665, 0.00941692049991616], [15687, 0.009393141249972814], [15693, 0.00952268125001865], [15747, 0.009322332250008003], [15776, 0.00926557974997877], [15790, 0.009439866250033901], [15830, 0.009379926750057166], [15844, 0.009242342999982611], [15858, 0.009318562250030027], [15899, 0.009341718999962723], [15911, 0.00952668125000855], [15913, 0.009445231000086096], [15918, 0.009351894499957325], [15949, 0.00924143674996003], [15977, 0.009396612499983803], [16024, 0.009424016750017472], [16029, 0.00936852975007696], [16039, 0.009331368000005114], [16087, 0.009549843249885726], [16093, 0.009317369499967754], [16105, 0.009394089500119662], [16112, 0.009374782750001032]]
\ No newline at end of file
+[[15407, 0.01062896999997065], [15451, 0.013091228000007504], [15472, 0.011884253499943043], [15524, 0.011525144499955786], [15553, 0.009430757249958788], [15607, 0.01769408400014072], [15615, 0.00944862699998339], [15628, 0.00934407924989955], [15647, 0.009436284250000426], [15665, 0.00941692049991616], [15687, 0.009393141249972814], [15693, 0.00952268125001865], [15747, 0.009322332250008003], [15776, 0.00926557974997877], [15790, 0.009439866250033901], [15830, 0.009379926750057166], [15844, 0.009242342999982611], [15858, 0.009318562250030027], [15899, 0.009341718999962723], [15911, 0.00952668125000855], [15913, 0.009445231000086096], [15918, 0.009351894499957325], [15949, 0.00924143674996003], [15977, 0.009396612499983803], [16024, 0.009424016750017472], [16029, 0.00936852975007696], [16039, 0.009331368000005114], [16087, 0.009549843249885726], [16093, 0.009317369499967754], [16105, 0.009394089500119662], [16109, 0.009556387250029275]]
\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_parameterise.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_parameterise.json
index ca71a3da0..109ae3041 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_parameterise.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_parameterise.json
@@ -1 +1 @@
-[[15407, 0.00045310308695187143], [15451, 0.0005867992777805536], [15472, 0.0005073360909064336], [15524, 0.0005127458749939252], [15553, 0.00040060955555637284], [15607, 0.0007385389666827299], [15615, 0.0004326675625018576], [15628, 0.00042537053845902704], [15647, 0.00042939702083325904], [15665, 0.00042832885416999034], [15687, 0.0004260948076911028], [15693, 0.0004358475833375527], [15747, 0.00042008442308262887], [15776, 0.00042675882692195117], [15790, 0.00043256355769472066], [15830, 0.0004352100833386885], [15844, 0.00042567867308207497], [15858, 0.0004307519423036865], [15899, 0.0004256548800094606], [15911, 0.00042504719230971835], [15913, 0.0004300180208360871], [15918, 0.000422222319998582], [15949, 0.0004261209038531888], [15977, 0.0004247368000005736], [16024, 0.00043720203845728416], [16029, 0.00042414644231205154], [16039, 0.0004310699615337818], [16087, 0.00042331778846223993], [16093, 0.00042455605769366515], [16105, 0.00043492788461645224], [16112, 0.0004448343260877585]]
\ No newline at end of file
+[[15407, 0.00045310308695187143], [15451, 0.0005867992777805536], [15472, 0.0005073360909064336], [15524, 0.0005127458749939252], [15553, 0.00040060955555637284], [15607, 0.0007385389666827299], [15615, 0.0004326675625018576], [15628, 0.00042537053845902704], [15647, 0.00042939702083325904], [15665, 0.00042832885416999034], [15687, 0.0004260948076911028], [15693, 0.0004358475833375527], [15747, 0.00042008442308262887], [15776, 0.00042675882692195117], [15790, 0.00043256355769472066], [15830, 0.0004352100833386885], [15844, 0.00042567867308207497], [15858, 0.0004307519423036865], [15899, 0.0004256548800094606], [15911, 0.00042504719230971835], [15913, 0.0004300180208360871], [15918, 0.000422222319998582], [15949, 0.0004261209038531888], [15977, 0.0004247368000005736], [16024, 0.00043720203845728416], [16029, 0.00042414644231205154], [16039, 0.0004310699615337818], [16087, 0.00042331778846223993], [16093, 0.00042455605769366515], [16105, 0.00043492788461645224], [16109, 0.0004466654583268337]]
\ No newline at end of file
diff --git a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_solve.json b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_solve.json
index ab858d857..55c8e0d99 100644
--- a/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_solve.json
+++ b/graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/unit_benchmarks.TimeSolveModel.time_solve.json
@@ -1 +1 @@
-[[15407, 0.028148234000013872], [15451, 0.03675726149992897], [15472, 0.034075433500106556], [15524, 0.032632342499937295], [15553, 0.026742787000102908], [15607, 0.05380432400011159], [15615, 0.02640978200020072], [15628, 0.02636577299995224], [15647, 0.0268653535000567], [15665, 0.025981673500041325], [15687, 0.025978553000186366], [15693, 0.026843708999990668], [15747, 0.025943597499917814], [15776, 0.026645456499977627], [15790, 0.02664521999986391], [15830, 0.02627646849998655], [15844, 0.026381199999946148], [15858, 0.026203469500046594], [15899, 0.026579546499988282], [15911, 0.026626993000036236], [15913, 0.0268081379999785], [15918, 0.026653031500018187], [15949, 0.026458327499994994], [15977, 0.027303146000008383], [16024, 0.02637896250007543], [16029, 0.02698637550008698], [16039, 0.026567560000103185], [16087, 0.026076937499965425], [16093, 0.026595722499905605], [16105, 0.02644364000002497], [16112, 0.027553023999871584]]
\ No newline at end of file
+[[15407, 0.028148234000013872], [15451, 0.03675726149992897], [15472, 0.034075433500106556], [15524, 0.032632342499937295], [15553, 0.026742787000102908], [15607, 0.05380432400011159], [15615, 0.02640978200020072], [15628, 0.02636577299995224], [15647, 0.0268653535000567], [15665, 0.025981673500041325], [15687, 0.025978553000186366], [15693, 0.026843708999990668], [15747, 0.025943597499917814], [15776, 0.026645456499977627], [15790, 0.02664521999986391], [15830, 0.02627646849998655], [15844, 0.026381199999946148], [15858, 0.026203469500046594], [15899, 0.026579546499988282], [15911, 0.026626993000036236], [15913, 0.0268081379999785], [15918, 0.026653031500018187], [15949, 0.026458327499994994], [15977, 0.027303146000008383], [16024, 0.02637896250007543], [16029, 0.02698637550008698], [16039, 0.026567560000103185], [16087, 0.026076937499965425], [16093, 0.026595722499905605], [16105, 0.02644364000002497], [16109, 0.026510326000106943]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeBuildModelLithiumPlating.time_setup_model.json b/graphs/summary/different_model_options.TimeBuildModelLithiumPlating.time_setup_model.json
index 33c1ba536..c5dbc1f60 100644
--- a/graphs/summary/different_model_options.TimeBuildModelLithiumPlating.time_setup_model.json
+++ b/graphs/summary/different_model_options.TimeBuildModelLithiumPlating.time_setup_model.json
@@ -1 +1 @@
-[[15407, 0.3314959807336659], [15451, 0.3989857837187355], [15472, 0.3724666925705682], [15524, 0.3633103396790619], [15553, 0.29071911287603697], [15607, 0.5490621631648913], [15615, 0.2903099515164358], [15628, 0.28328667498424376], [15647, 0.2866411610644673], [15665, 0.28431593291306456], [15687, 0.2841976380793535], [15693, 0.291426242080562], [15747, 0.28076952977313274], [15776, 0.28143428499686773], [15790, 0.28840527507338387], [15830, 0.28468217989975875], [15844, 0.2834465160321351], [15858, 0.28697543149305005], [15899, 0.29007644189360077], [15911, 0.28403304150297387], [15913, 0.28864768268857105], [15918, 0.2869793431616774], [15949, 0.2832455022200746], [15977, 0.2906793706208545], [16024, 0.2864807051122321], [16029, 0.2884367956045903], [16039, 0.2836399452973845], [16087, 0.2847303914711003], [16093, 0.28316903423251333], [16105, 0.2828067938486212], [16112, 0.2862737650854499]]
\ No newline at end of file
+[[15407, 0.3314959807336659], [15451, 0.3989857837187355], [15472, 0.3724666925705682], [15524, 0.3633103396790619], [15553, 0.29071911287603697], [15607, 0.5490621631648913], [15615, 0.2903099515164358], [15628, 0.28328667498424376], [15647, 0.2866411610644673], [15665, 0.28431593291306456], [15687, 0.2841976380793535], [15693, 0.291426242080562], [15747, 0.28076952977313274], [15776, 0.28143428499686773], [15790, 0.28840527507338387], [15830, 0.28468217989975875], [15844, 0.2834465160321351], [15858, 0.28697543149305005], [15899, 0.29007644189360077], [15911, 0.28403304150297387], [15913, 0.28864768268857105], [15918, 0.2869793431616774], [15949, 0.2832455022200746], [15977, 0.2906793706208545], [16024, 0.2864807051122321], [16029, 0.2884367956045903], [16039, 0.2836399452973845], [16087, 0.2847303914711003], [16093, 0.28316903423251333], [16105, 0.2828067938486212], [16109, 0.28682339116709]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model.json b/graphs/summary/different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model.json
index 55a3114e9..3ae437cc9 100644
--- a/graphs/summary/different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model.json
+++ b/graphs/summary/different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model.json
@@ -1 +1 @@
-[[15407, 0.3957530411306583], [15451, 0.471674026656286], [15472, 0.4462154428555148], [15524, 0.43258340723487937], [15553, 0.3423363927511561], [15607, 0.6501463254261353], [15615, 0.34136278310884466], [15628, 0.33748301614357673], [15647, 0.3426957283928899], [15665, 0.3388120574851351], [15687, 0.33732533591993946], [15693, 0.34552917308353187], [15747, 0.33606585916175147], [15776, 0.3373117283980173], [15790, 0.341766570979224], [15830, 0.3415825414429473], [15844, 0.339162049645099], [15858, 0.34364589318667277], [15899, 0.3493535542060735], [15911, 0.34082953403497684], [15913, 0.34694414002613627], [15918, 0.3470930679416032], [15949, 0.3380272752752839], [15977, 0.34914895054080425], [16024, 0.34145148072075737], [16029, 0.34685307175971053], [16039, 0.33793886976557536], [16087, 0.3391139595924226], [16093, 0.337013640624046], [16105, 0.3375642156712184], [16112, 0.3446477089719086]]
\ No newline at end of file
+[[15407, 0.3957530411306583], [15451, 0.471674026656286], [15472, 0.4462154428555148], [15524, 0.43258340723487937], [15553, 0.3423363927511561], [15607, 0.6501463254261353], [15615, 0.34136278310884466], [15628, 0.33748301614357673], [15647, 0.3426957283928899], [15665, 0.3388120574851351], [15687, 0.33732533591993946], [15693, 0.34552917308353187], [15747, 0.33606585916175147], [15776, 0.3373117283980173], [15790, 0.341766570979224], [15830, 0.3415825414429473], [15844, 0.339162049645099], [15858, 0.34364589318667277], [15899, 0.3493535542060735], [15911, 0.34082953403497684], [15913, 0.34694414002613627], [15918, 0.3470930679416032], [15949, 0.3380272752752839], [15977, 0.34914895054080425], [16024, 0.34145148072075737], [16029, 0.34685307175971053], [16039, 0.33793886976557536], [16087, 0.3391139595924226], [16093, 0.337013640624046], [16105, 0.3375642156712184], [16109, 0.33989582227959275]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeBuildModelParticle.time_setup_model.json b/graphs/summary/different_model_options.TimeBuildModelParticle.time_setup_model.json
index c2e0ea18f..beef412e3 100644
--- a/graphs/summary/different_model_options.TimeBuildModelParticle.time_setup_model.json
+++ b/graphs/summary/different_model_options.TimeBuildModelParticle.time_setup_model.json
@@ -1 +1 @@
-[[15407, 0.38135254626634907], [15451, 0.45670274273553146], [15472, 0.4220894845536386], [15524, 0.4138153276918623], [15553, 0.328852934718023], [15607, 0.6251954097525494], [15615, 0.3313228329652862], [15628, 0.3246271319244085], [15647, 0.32817846251600014], [15665, 0.3256763011971175], [15687, 0.32494505747119634], [15693, 0.33176092778498156], [15747, 0.3220833652850963], [15776, 0.3258952471720293], [15790, 0.3305355867864759], [15830, 0.32715567622151354], [15844, 0.3255521399732062], [15858, 0.3297108514321323], [15899, 0.3317957032570828], [15911, 0.327168403304687], [15913, 0.32991322567800974], [15918, 0.3325434616429489], [15949, 0.32420808717093325], [15977, 0.33684165593414794], [16024, 0.32728822108988537], [16029, 0.33041997877101636], [16039, 0.3238146189691122], [16087, 0.3235439637027842], [16093, 0.32487505838658054], [16105, 0.326654521835764], [16112, 0.32981052724629256]]
\ No newline at end of file
+[[15407, 0.38135254626634907], [15451, 0.45670274273553146], [15472, 0.4220894845536386], [15524, 0.4138153276918623], [15553, 0.328852934718023], [15607, 0.6251954097525494], [15615, 0.3313228329652862], [15628, 0.3246271319244085], [15647, 0.32817846251600014], [15665, 0.3256763011971175], [15687, 0.32494505747119634], [15693, 0.33176092778498156], [15747, 0.3220833652850963], [15776, 0.3258952471720293], [15790, 0.3305355867864759], [15830, 0.32715567622151354], [15844, 0.3255521399732062], [15858, 0.3297108514321323], [15899, 0.3317957032570828], [15911, 0.327168403304687], [15913, 0.32991322567800974], [15918, 0.3325434616429489], [15949, 0.32420808717093325], [15977, 0.33684165593414794], [16024, 0.32728822108988537], [16029, 0.33041997877101636], [16039, 0.3238146189691122], [16087, 0.3235439637027842], [16093, 0.32487505838658054], [16105, 0.326654521835764], [16109, 0.3271983112278158]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeBuildModelSEI.time_setup_model.json b/graphs/summary/different_model_options.TimeBuildModelSEI.time_setup_model.json
index 6113fd863..15aedf2f5 100644
--- a/graphs/summary/different_model_options.TimeBuildModelSEI.time_setup_model.json
+++ b/graphs/summary/different_model_options.TimeBuildModelSEI.time_setup_model.json
@@ -1 +1 @@
-[[15407, 0.4422316925398338], [15451, 0.5324600727175383], [15472, 0.4809472638218702], [15524, 0.4794947688526726], [15553, 0.37931405307074345], [15607, 0.7188386687642467], [15615, 0.3828007925363346], [15628, 0.37402725935407044], [15647, 0.38049490342819614], [15665, 0.38054466045633634], [15687, 0.37544101997179785], [15693, 0.3834568146336364], [15747, 0.3721711172563058], [15776, 0.3745291580894995], [15790, 0.38092670105256493], [15830, 0.3792614905240597], [15844, 0.37419055802913087], [15858, 0.3804909550551579], [15899, 0.38235256873255236], [15911, 0.3766529192771421], [15913, 0.38257952417735325], [15918, 0.3820103402582285], [15949, 0.37569706285929877], [15977, 0.38788291805443953], [16024, 0.37986743173131315], [16029, 0.38480699311598054], [16039, 0.3755734326145188], [16087, 0.37315633800793246], [16093, 0.3754073270357447], [16105, 0.37598036143073843], [16112, 0.37903163375970866]]
\ No newline at end of file
+[[15407, 0.4422316925398338], [15451, 0.5324600727175383], [15472, 0.4809472638218702], [15524, 0.4794947688526726], [15553, 0.37931405307074345], [15607, 0.7188386687642467], [15615, 0.3828007925363346], [15628, 0.37402725935407044], [15647, 0.38049490342819614], [15665, 0.38054466045633634], [15687, 0.37544101997179785], [15693, 0.3834568146336364], [15747, 0.3721711172563058], [15776, 0.3745291580894995], [15790, 0.38092670105256493], [15830, 0.3792614905240597], [15844, 0.37419055802913087], [15858, 0.3804909550551579], [15899, 0.38235256873255236], [15911, 0.3766529192771421], [15913, 0.38257952417735325], [15918, 0.3820103402582285], [15949, 0.37569706285929877], [15977, 0.38788291805443953], [16024, 0.37986743173131315], [16029, 0.38480699311598054], [16039, 0.3755734326145188], [16087, 0.37315633800793246], [16093, 0.3754073270357447], [16105, 0.37598036143073843], [16109, 0.3760261017624946]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeBuildModelSurfaceForm.time_setup_model.json b/graphs/summary/different_model_options.TimeBuildModelSurfaceForm.time_setup_model.json
index 39716754f..328398b94 100644
--- a/graphs/summary/different_model_options.TimeBuildModelSurfaceForm.time_setup_model.json
+++ b/graphs/summary/different_model_options.TimeBuildModelSurfaceForm.time_setup_model.json
@@ -1 +1 @@
-[[15407, 0.4336110141625765], [15451, 0.5305774514667277], [15472, 0.47610961256066614], [15524, 0.4706253210628505], [15553, 0.37021772831359956], [15607, 0.6973715351936837], [15615, 0.37520408561696716], [15628, 0.3674020956480219], [15647, 0.37232241231752633], [15665, 0.3701419107262608], [15687, 0.36873132418477944], [15693, 0.37627809233621484], [15747, 0.3653951076274824], [15776, 0.36627870509222715], [15790, 0.37375180519446216], [15830, 0.3684198424022466], [15844, 0.368594417818247], [15858, 0.37292175861008486], [15899, 0.3753608153710645], [15911, 0.3693467242598941], [15913, 0.37405775176292055], [15918, 0.37339968526914136], [15949, 0.3675639914416236], [15977, 0.3814886173337626], [16024, 0.3712588689006929], [16029, 0.3731722738000264], [16039, 0.3669388218350607], [16087, 0.36600503767085246], [16093, 0.36814535177612595], [16105, 0.36829881912129925], [16112, 0.3759551614796799]]
\ No newline at end of file
+[[15407, 0.4336110141625765], [15451, 0.5305774514667277], [15472, 0.47610961256066614], [15524, 0.4706253210628505], [15553, 0.37021772831359956], [15607, 0.6973715351936837], [15615, 0.37520408561696716], [15628, 0.3674020956480219], [15647, 0.37232241231752633], [15665, 0.3701419107262608], [15687, 0.36873132418477944], [15693, 0.37627809233621484], [15747, 0.3653951076274824], [15776, 0.36627870509222715], [15790, 0.37375180519446216], [15830, 0.3684198424022466], [15844, 0.368594417818247], [15858, 0.37292175861008486], [15899, 0.3753608153710645], [15911, 0.3693467242598941], [15913, 0.37405775176292055], [15918, 0.37339968526914136], [15949, 0.3675639914416236], [15977, 0.3814886173337626], [16024, 0.3712588689006929], [16029, 0.3731722738000264], [16039, 0.3669388218350607], [16087, 0.36600503767085246], [16093, 0.36814535177612595], [16105, 0.36829881912129925], [16109, 0.36566339089098066]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeBuildModelThermal.time_setup_model.json b/graphs/summary/different_model_options.TimeBuildModelThermal.time_setup_model.json
index dd34e769d..c1537aa84 100644
--- a/graphs/summary/different_model_options.TimeBuildModelThermal.time_setup_model.json
+++ b/graphs/summary/different_model_options.TimeBuildModelThermal.time_setup_model.json
@@ -1 +1 @@
-[[15407, 0.4904562349044128], [15451, 0.6029415861596662], [15472, 0.5438566183227026], [15524, 0.5338228866819902], [15553, 0.4200814801563283], [15607, 0.793427328047387], [15615, 0.42473241395837463], [15628, 0.4140176045994312], [15647, 0.420492791919849], [15665, 0.41785034828977496], [15687, 0.41795666482841165], [15693, 0.42969612530485307], [15747, 0.41172295252083263], [15776, 0.4155291222538055], [15790, 0.42216188787165104], [15830, 0.42244950040489065], [15844, 0.4197837593366497], [15858, 0.4259073517226506], [15899, 0.42527616534562185], [15911, 0.4208160376790652], [15913, 0.42404634270172137], [15918, 0.42368836569354035], [15949, 0.41831515058973395], [15977, 0.4291299696653098], [16024, 0.42529065274391886], [16029, 0.42371573793516837], [16039, 0.41566134505714625], [16087, 0.41361350316183565], [16093, 0.4164673555037839], [16105, 0.41710387846105235], [16112, 0.4240724047575215]]
\ No newline at end of file
+[[15407, 0.4904562349044128], [15451, 0.6029415861596662], [15472, 0.5438566183227026], [15524, 0.5338228866819902], [15553, 0.4200814801563283], [15607, 0.793427328047387], [15615, 0.42473241395837463], [15628, 0.4140176045994312], [15647, 0.420492791919849], [15665, 0.41785034828977496], [15687, 0.41795666482841165], [15693, 0.42969612530485307], [15747, 0.41172295252083263], [15776, 0.4155291222538055], [15790, 0.42216188787165104], [15830, 0.42244950040489065], [15844, 0.4197837593366497], [15858, 0.4259073517226506], [15899, 0.42527616534562185], [15911, 0.4208160376790652], [15913, 0.42404634270172137], [15918, 0.42368836569354035], [15949, 0.41831515058973395], [15977, 0.4291299696653098], [16024, 0.42529065274391886], [16029, 0.42371573793516837], [16039, 0.41566134505714625], [16087, 0.41361350316183565], [16093, 0.4164673555037839], [16105, 0.41710387846105235], [16109, 0.41485232177058945]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeSolveLithiumPlating.time_solve_model.json b/graphs/summary/different_model_options.TimeSolveLithiumPlating.time_solve_model.json
index f158a1875..215555af6 100644
--- a/graphs/summary/different_model_options.TimeSolveLithiumPlating.time_solve_model.json
+++ b/graphs/summary/different_model_options.TimeSolveLithiumPlating.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.24466455662788594], [15451, 0.2882436175811133], [15472, 0.25599091043258426], [15524, 0.2526737678556918], [15553, 0.16499244378282282], [15607, 0.3353946102458751], [15615, 0.16594835853219322], [15628, 0.1625003272142744], [15647, 0.16501759545481606], [15665, 0.16464232837245318], [15687, 0.1633326922156079], [15693, 0.1780388963562833], [15747, 0.17531415880733334], [15776, 0.1762148208559707], [15790, 0.17626416247512786], [15830, 0.17652226975036708], [15844, 0.17577610182432618], [15858, 0.17740633972781378], [15899, 0.1773575309048235], [15911, 0.1770678545395191], [15913, 0.17729193880380578], [15918, 0.17822594930180632], [15949, 0.17650988811580864], [15977, 0.17986644944219274], [16024, 0.17803858400662156], [16029, 0.17782492770062977], [16039, 0.1758540579204379], [16087, 0.17600880563966376], [16093, 0.17740447179925792], [16105, 0.1757435571103613], [16112, 0.17898193706397195]]
\ No newline at end of file
+[[15407, 0.24466455662788594], [15451, 0.2882436175811133], [15472, 0.25599091043258426], [15524, 0.2526737678556918], [15553, 0.16499244378282282], [15607, 0.3353946102458751], [15615, 0.16594835853219322], [15628, 0.1625003272142744], [15647, 0.16501759545481606], [15665, 0.16464232837245318], [15687, 0.1633326922156079], [15693, 0.1780388963562833], [15747, 0.17531415880733334], [15776, 0.1762148208559707], [15790, 0.17626416247512786], [15830, 0.17652226975036708], [15844, 0.17577610182432618], [15858, 0.17740633972781378], [15899, 0.1773575309048235], [15911, 0.1770678545395191], [15913, 0.17729193880380578], [15918, 0.17822594930180632], [15949, 0.17650988811580864], [15977, 0.17986644944219274], [16024, 0.17803858400662156], [16029, 0.17782492770062977], [16039, 0.1758540579204379], [16087, 0.17600880563966376], [16093, 0.17740447179925792], [16105, 0.1757435571103613], [16109, 0.17641484101935115]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json b/graphs/summary/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json
index 9a905ccf2..e5d58bfe4 100644
--- a/graphs/summary/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json
+++ b/graphs/summary/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.3876858194023514], [15451, 0.4690043790520258], [15472, 0.41217249717272064], [15524, 0.41123776252099414], [15553, 0.2860139997917275], [15607, 0.5357720785758533], [15615, 0.2889315651363885], [15628, 0.283422760902593], [15647, 0.28615214166326214], [15665, 0.28443355281703697], [15687, 0.28301256943350706], [15693, 0.2882381302165986], [15747, 0.2841518456036794], [15776, 0.2849171504340863], [15790, 0.28433879059984274], [15830, 0.2848848481715364], [15844, 0.2830686885929164], [15858, 0.28666077933775697], [15899, 0.28600213667602864], [15911, 0.28606055854321333], [15913, 0.28600639761732943], [15918, 0.2864337661192961], [15949, 0.28496770053430204], [15977, 0.28987487247756816], [16024, 0.28850936354473605], [16029, 0.28804878757405844], [16039, 0.2849879194514285], [16087, 0.2854862995109215], [16093, 0.28704651664227193], [16105, 0.2865265563228739], [16112, 0.2917348382973745]]
\ No newline at end of file
+[[15407, 0.3876858194023514], [15451, 0.4690043790520258], [15472, 0.41217249717272064], [15524, 0.41123776252099414], [15553, 0.2860139997917275], [15607, 0.5357720785758533], [15615, 0.2889315651363885], [15628, 0.283422760902593], [15647, 0.28615214166326214], [15665, 0.28443355281703697], [15687, 0.28301256943350706], [15693, 0.2882381302165986], [15747, 0.2841518456036794], [15776, 0.2849171504340863], [15790, 0.28433879059984274], [15830, 0.2848848481715364], [15844, 0.2830686885929164], [15858, 0.28666077933775697], [15899, 0.28600213667602864], [15911, 0.28606055854321333], [15913, 0.28600639761732943], [15918, 0.2864337661192961], [15949, 0.28496770053430204], [15977, 0.28987487247756816], [16024, 0.28850936354473605], [16029, 0.28804878757405844], [16039, 0.2849879194514285], [16087, 0.2854862995109215], [16093, 0.28704651664227193], [16105, 0.2865265563228739], [16109, 0.2858194384447358]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeSolveParticle.time_solve_model.json b/graphs/summary/different_model_options.TimeSolveParticle.time_solve_model.json
index 180ab04e4..c07e6b3b6 100644
--- a/graphs/summary/different_model_options.TimeSolveParticle.time_solve_model.json
+++ b/graphs/summary/different_model_options.TimeSolveParticle.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.08764044067347421], [15451, 0.10506068532115186], [15472, 0.09296377337979948], [15524, 0.09289232201990993], [15553, 0.06286700913254176], [15607, 0.12728475180788656], [15615, 0.06366180180123981], [15628, 0.061850538038343346], [15647, 0.06254454080957897], [15665, 0.06268212024289142], [15687, 0.06211407548029533], [15693, 0.06404352400079316], [15747, 0.06200110452567425], [15776, 0.06224454591221712], [15790, 0.06272245779705024], [15830, 0.06325214159834697], [15844, 0.062472796778343984], [15858, 0.0628659726972019], [15899, 0.06292401761582288], [15911, 0.0626282465824165], [15913, 0.06229449239237993], [15918, 0.0630007479673366], [15949, 0.06411088772860873], [15977, 0.06464606284300367], [16024, 0.0647735835511789], [16029, 0.06331403234865803], [16039, 0.06303757032997258], [16087, 0.06296302528046166], [16093, 0.06286497857913759], [16105, 0.06262877564686704], [16112, 0.0657082587034952]]
\ No newline at end of file
+[[15407, 0.08764044067347421], [15451, 0.10506068532115186], [15472, 0.09296377337979948], [15524, 0.09289232201990993], [15553, 0.06286700913254176], [15607, 0.12728475180788656], [15615, 0.06366180180123981], [15628, 0.061850538038343346], [15647, 0.06254454080957897], [15665, 0.06268212024289142], [15687, 0.06211407548029533], [15693, 0.06404352400079316], [15747, 0.06200110452567425], [15776, 0.06224454591221712], [15790, 0.06272245779705024], [15830, 0.06325214159834697], [15844, 0.062472796778343984], [15858, 0.0628659726972019], [15899, 0.06292401761582288], [15911, 0.0626282465824165], [15913, 0.06229449239237993], [15918, 0.0630007479673366], [15949, 0.06411088772860873], [15977, 0.06464606284300367], [16024, 0.0647735835511789], [16029, 0.06331403234865803], [16039, 0.06303757032997258], [16087, 0.06296302528046166], [16093, 0.06286497857913759], [16105, 0.06262877564686704], [16109, 0.063100600905764]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeSolveSEI.time_solve_model.json b/graphs/summary/different_model_options.TimeSolveSEI.time_solve_model.json
index 7980a9d46..69c97baa7 100644
--- a/graphs/summary/different_model_options.TimeSolveSEI.time_solve_model.json
+++ b/graphs/summary/different_model_options.TimeSolveSEI.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.17863014517864975], [15451, 0.21521217131169118], [15472, 0.19146885042382628], [15524, 0.18919496509531278], [15553, 0.1256215073345837], [15607, 0.2573222133038128], [15615, 0.12514899690346315], [15628, 0.12298292891730228], [15647, 0.12467348603610136], [15665, 0.12424987950334661], [15687, 0.12334987146023406], [15693, 0.12588625846157894], [15747, 0.12368879495671578], [15776, 0.12405557965194343], [15790, 0.12453706814469478], [15830, 0.12409674719073495], [15844, 0.12367661938386423], [15858, 0.12456232864152311], [15899, 0.12483401120807416], [15911, 0.12477307170150304], [15913, 0.12436148937059172], [15918, 0.12508641810534293], [15949, 0.12407063414654344], [15977, 0.12845804133234828], [16024, 0.12493614814892498], [16029, 0.1255932151983904], [16039, 0.12406871443890992], [16087, 0.12351428841143179], [16093, 0.12476066674371061], [16105, 0.12381097479546052], [16112, 0.127002643421712]]
\ No newline at end of file
+[[15407, 0.17863014517864975], [15451, 0.21521217131169118], [15472, 0.19146885042382628], [15524, 0.18919496509531278], [15553, 0.1256215073345837], [15607, 0.2573222133038128], [15615, 0.12514899690346315], [15628, 0.12298292891730228], [15647, 0.12467348603610136], [15665, 0.12424987950334661], [15687, 0.12334987146023406], [15693, 0.12588625846157894], [15747, 0.12368879495671578], [15776, 0.12405557965194343], [15790, 0.12453706814469478], [15830, 0.12409674719073495], [15844, 0.12367661938386423], [15858, 0.12456232864152311], [15899, 0.12483401120807416], [15911, 0.12477307170150304], [15913, 0.12436148937059172], [15918, 0.12508641810534293], [15949, 0.12407063414654344], [15977, 0.12845804133234828], [16024, 0.12493614814892498], [16029, 0.1255932151983904], [16039, 0.12406871443890992], [16087, 0.12351428841143179], [16093, 0.12476066674371061], [16105, 0.12381097479546052], [16109, 0.12452822270284793]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeSolveSurfaceForm.time_solve_model.json b/graphs/summary/different_model_options.TimeSolveSurfaceForm.time_solve_model.json
index 92037132b..44b5aecb7 100644
--- a/graphs/summary/different_model_options.TimeSolveSurfaceForm.time_solve_model.json
+++ b/graphs/summary/different_model_options.TimeSolveSurfaceForm.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.18308425893861552], [15451, 0.2181407078357432], [15472, 0.19570719064423758], [15524, 0.19157170722997915], [15553, 0.13561402898287908], [15607, 0.2606151451528722], [15615, 0.1351912505103693], [15628, 0.13314712830618708], [15647, 0.13467560312325647], [15665, 0.13423500281865244], [15687, 0.13320499947677394], [15693, 0.13562502980409666], [15747, 0.13319002687425738], [15776, 0.13447662044786168], [15790, 0.13460316646227793], [15830, 0.13542481929808262], [15844, 0.13328375910846393], [15858, 0.1347150790669901], [15899, 0.13467814862782077], [15911, 0.1344013443755869], [15913, 0.13462457717134982], [15918, 0.13505476392711674], [15949, 0.1341556987183627], [15977, 0.13722423188037935], [16024, 0.13535143758549653], [16029, 0.13561247815734961], [16039, 0.13361970059071598], [16087, 0.13353652536602906], [16093, 0.13450157077025915], [16105, 0.13394821919848174], [16112, 0.13687814388926822]]
\ No newline at end of file
+[[15407, 0.18308425893861552], [15451, 0.2181407078357432], [15472, 0.19570719064423758], [15524, 0.19157170722997915], [15553, 0.13561402898287908], [15607, 0.2606151451528722], [15615, 0.1351912505103693], [15628, 0.13314712830618708], [15647, 0.13467560312325647], [15665, 0.13423500281865244], [15687, 0.13320499947677394], [15693, 0.13562502980409666], [15747, 0.13319002687425738], [15776, 0.13447662044786168], [15790, 0.13460316646227793], [15830, 0.13542481929808262], [15844, 0.13328375910846393], [15858, 0.1347150790669901], [15899, 0.13467814862782077], [15911, 0.1344013443755869], [15913, 0.13462457717134982], [15918, 0.13505476392711674], [15949, 0.1341556987183627], [15977, 0.13722423188037935], [16024, 0.13535143758549653], [16029, 0.13561247815734961], [16039, 0.13361970059071598], [16087, 0.13353652536602906], [16093, 0.13450157077025915], [16105, 0.13394821919848174], [16109, 0.13444630245662345]]
\ No newline at end of file
diff --git a/graphs/summary/different_model_options.TimeSolveThermal.time_solve_model.json b/graphs/summary/different_model_options.TimeSolveThermal.time_solve_model.json
index 010fd1572..0ad86a61f 100644
--- a/graphs/summary/different_model_options.TimeSolveThermal.time_solve_model.json
+++ b/graphs/summary/different_model_options.TimeSolveThermal.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.29141892749214016], [15451, 0.35858961425881186], [15472, 0.32346329463724083], [15524, 0.314220068447899], [15553, 0.22192971077574164], [15607, 0.4303416019522305], [15615, 0.22397627885079155], [15628, 0.21991748740962921], [15647, 0.22037745440259493], [15665, 0.2209289123713039], [15687, 0.2182754821468013], [15693, 0.22492836477731987], [15747, 0.2193365095700917], [15776, 0.22485454678172861], [15790, 0.22114231964058717], [15830, 0.22420647105733768], [15844, 0.21895653929176165], [15858, 0.2213946306164405], [15899, 0.22234201607596712], [15911, 0.22088037411714914], [15913, 0.21905794140333537], [15918, 0.2224925934987779], [15949, 0.21992493319372733], [15977, 0.22461369223629624], [16024, 0.22433965468845607], [16029, 0.2273274328422594], [16039, 0.21994930993413056], [16087, 0.21904641682806508], [16093, 0.22209806848382294], [16105, 0.2199732476344277], [16112, 0.22926494824652002]]
\ No newline at end of file
+[[15407, 0.29141892749214016], [15451, 0.35858961425881186], [15472, 0.32346329463724083], [15524, 0.314220068447899], [15553, 0.22192971077574164], [15607, 0.4303416019522305], [15615, 0.22397627885079155], [15628, 0.21991748740962921], [15647, 0.22037745440259493], [15665, 0.2209289123713039], [15687, 0.2182754821468013], [15693, 0.22492836477731987], [15747, 0.2193365095700917], [15776, 0.22485454678172861], [15790, 0.22114231964058717], [15830, 0.22420647105733768], [15844, 0.21895653929176165], [15858, 0.2213946306164405], [15899, 0.22234201607596712], [15911, 0.22088037411714914], [15913, 0.21905794140333537], [15918, 0.2224925934987779], [15949, 0.21992493319372733], [15977, 0.22461369223629624], [16024, 0.22433965468845607], [16029, 0.2273274328422594], [16039, 0.21994930993413056], [16087, 0.21904641682806508], [16093, 0.22209806848382294], [16105, 0.2199732476344277], [16109, 0.21836020179810195]]
\ No newline at end of file
diff --git a/graphs/summary/memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV.json b/graphs/summary/memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV.json
index e816ddcf9..8724cef36 100644
--- a/graphs/summary/memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV.json
+++ b/graphs/summary/memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV.json
@@ -1 +1 @@
-[[15407, 951.9999999999999], [15451, 951.9999999999999], [15472, 951.9999999999999], [15524, 951.9999999999999], [15553, 951.9999999999999], [15607, 951.9999999999999], [15615, 951.9999999999999], [15628, 951.9999999999999], [15647, 951.9999999999999], [15665, 951.9999999999999], [15687, 951.9999999999999], [15693, 951.9999999999999], [15747, 951.9999999999999], [15776, 951.9999999999999], [15790, 951.9999999999999], [15830, 951.9999999999999], [15844, 951.9999999999999], [15858, 951.9999999999999], [15899, 951.9999999999999], [15911, 951.9999999999999], [15913, 951.9999999999999], [15918, 951.9999999999999], [15949, 951.9999999999999], [15977, 951.9999999999999], [16024, 951.9999999999999], [16029, 951.9999999999999], [16039, 951.9999999999999], [16087, 951.9999999999999], [16093, 951.9999999999999], [16105, 951.9999999999999], [16112, 951.9999999999999]]
\ No newline at end of file
+[[15407, 951.9999999999999], [15451, 951.9999999999999], [15472, 951.9999999999999], [15524, 951.9999999999999], [15553, 951.9999999999999], [15607, 951.9999999999999], [15615, 951.9999999999999], [15628, 951.9999999999999], [15647, 951.9999999999999], [15665, 951.9999999999999], [15687, 951.9999999999999], [15693, 951.9999999999999], [15747, 951.9999999999999], [15776, 951.9999999999999], [15790, 951.9999999999999], [15830, 951.9999999999999], [15844, 951.9999999999999], [15858, 951.9999999999999], [15899, 951.9999999999999], [15911, 951.9999999999999], [15913, 951.9999999999999], [15918, 951.9999999999999], [15949, 951.9999999999999], [15977, 951.9999999999999], [16024, 951.9999999999999], [16029, 951.9999999999999], [16039, 951.9999999999999], [16087, 951.9999999999999], [16093, 951.9999999999999], [16105, 951.9999999999999], [16109, 951.9999999999999]]
\ No newline at end of file
diff --git a/graphs/summary/memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT.json b/graphs/summary/memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT.json
index e816ddcf9..8724cef36 100644
--- a/graphs/summary/memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT.json
+++ b/graphs/summary/memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT.json
@@ -1 +1 @@
-[[15407, 951.9999999999999], [15451, 951.9999999999999], [15472, 951.9999999999999], [15524, 951.9999999999999], [15553, 951.9999999999999], [15607, 951.9999999999999], [15615, 951.9999999999999], [15628, 951.9999999999999], [15647, 951.9999999999999], [15665, 951.9999999999999], [15687, 951.9999999999999], [15693, 951.9999999999999], [15747, 951.9999999999999], [15776, 951.9999999999999], [15790, 951.9999999999999], [15830, 951.9999999999999], [15844, 951.9999999999999], [15858, 951.9999999999999], [15899, 951.9999999999999], [15911, 951.9999999999999], [15913, 951.9999999999999], [15918, 951.9999999999999], [15949, 951.9999999999999], [15977, 951.9999999999999], [16024, 951.9999999999999], [16029, 951.9999999999999], [16039, 951.9999999999999], [16087, 951.9999999999999], [16093, 951.9999999999999], [16105, 951.9999999999999], [16112, 951.9999999999999]]
\ No newline at end of file
+[[15407, 951.9999999999999], [15451, 951.9999999999999], [15472, 951.9999999999999], [15524, 951.9999999999999], [15553, 951.9999999999999], [15607, 951.9999999999999], [15615, 951.9999999999999], [15628, 951.9999999999999], [15647, 951.9999999999999], [15665, 951.9999999999999], [15687, 951.9999999999999], [15693, 951.9999999999999], [15747, 951.9999999999999], [15776, 951.9999999999999], [15790, 951.9999999999999], [15830, 951.9999999999999], [15844, 951.9999999999999], [15858, 951.9999999999999], [15899, 951.9999999999999], [15911, 951.9999999999999], [15913, 951.9999999999999], [15918, 951.9999999999999], [15949, 951.9999999999999], [15977, 951.9999999999999], [16024, 951.9999999999999], [16029, 951.9999999999999], [16039, 951.9999999999999], [16087, 951.9999999999999], [16093, 951.9999999999999], [16105, 951.9999999999999], [16109, 951.9999999999999]]
\ No newline at end of file
diff --git a/graphs/summary/memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV.json b/graphs/summary/memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV.json
index e816ddcf9..8724cef36 100644
--- a/graphs/summary/memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV.json
+++ b/graphs/summary/memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV.json
@@ -1 +1 @@
-[[15407, 951.9999999999999], [15451, 951.9999999999999], [15472, 951.9999999999999], [15524, 951.9999999999999], [15553, 951.9999999999999], [15607, 951.9999999999999], [15615, 951.9999999999999], [15628, 951.9999999999999], [15647, 951.9999999999999], [15665, 951.9999999999999], [15687, 951.9999999999999], [15693, 951.9999999999999], [15747, 951.9999999999999], [15776, 951.9999999999999], [15790, 951.9999999999999], [15830, 951.9999999999999], [15844, 951.9999999999999], [15858, 951.9999999999999], [15899, 951.9999999999999], [15911, 951.9999999999999], [15913, 951.9999999999999], [15918, 951.9999999999999], [15949, 951.9999999999999], [15977, 951.9999999999999], [16024, 951.9999999999999], [16029, 951.9999999999999], [16039, 951.9999999999999], [16087, 951.9999999999999], [16093, 951.9999999999999], [16105, 951.9999999999999], [16112, 951.9999999999999]]
\ No newline at end of file
+[[15407, 951.9999999999999], [15451, 951.9999999999999], [15472, 951.9999999999999], [15524, 951.9999999999999], [15553, 951.9999999999999], [15607, 951.9999999999999], [15615, 951.9999999999999], [15628, 951.9999999999999], [15647, 951.9999999999999], [15665, 951.9999999999999], [15687, 951.9999999999999], [15693, 951.9999999999999], [15747, 951.9999999999999], [15776, 951.9999999999999], [15790, 951.9999999999999], [15830, 951.9999999999999], [15844, 951.9999999999999], [15858, 951.9999999999999], [15899, 951.9999999999999], [15911, 951.9999999999999], [15913, 951.9999999999999], [15918, 951.9999999999999], [15949, 951.9999999999999], [15977, 951.9999999999999], [16024, 951.9999999999999], [16029, 951.9999999999999], [16039, 951.9999999999999], [16087, 951.9999999999999], [16093, 951.9999999999999], [16105, 951.9999999999999], [16109, 951.9999999999999]]
\ No newline at end of file
diff --git a/graphs/summary/memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT.json b/graphs/summary/memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT.json
index e816ddcf9..8724cef36 100644
--- a/graphs/summary/memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT.json
+++ b/graphs/summary/memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT.json
@@ -1 +1 @@
-[[15407, 951.9999999999999], [15451, 951.9999999999999], [15472, 951.9999999999999], [15524, 951.9999999999999], [15553, 951.9999999999999], [15607, 951.9999999999999], [15615, 951.9999999999999], [15628, 951.9999999999999], [15647, 951.9999999999999], [15665, 951.9999999999999], [15687, 951.9999999999999], [15693, 951.9999999999999], [15747, 951.9999999999999], [15776, 951.9999999999999], [15790, 951.9999999999999], [15830, 951.9999999999999], [15844, 951.9999999999999], [15858, 951.9999999999999], [15899, 951.9999999999999], [15911, 951.9999999999999], [15913, 951.9999999999999], [15918, 951.9999999999999], [15949, 951.9999999999999], [15977, 951.9999999999999], [16024, 951.9999999999999], [16029, 951.9999999999999], [16039, 951.9999999999999], [16087, 951.9999999999999], [16093, 951.9999999999999], [16105, 951.9999999999999], [16112, 951.9999999999999]]
\ No newline at end of file
+[[15407, 951.9999999999999], [15451, 951.9999999999999], [15472, 951.9999999999999], [15524, 951.9999999999999], [15553, 951.9999999999999], [15607, 951.9999999999999], [15615, 951.9999999999999], [15628, 951.9999999999999], [15647, 951.9999999999999], [15665, 951.9999999999999], [15687, 951.9999999999999], [15693, 951.9999999999999], [15747, 951.9999999999999], [15776, 951.9999999999999], [15790, 951.9999999999999], [15830, 951.9999999999999], [15844, 951.9999999999999], [15858, 951.9999999999999], [15899, 951.9999999999999], [15911, 951.9999999999999], [15913, 951.9999999999999], [15918, 951.9999999999999], [15949, 951.9999999999999], [15977, 951.9999999999999], [16024, 951.9999999999999], [16029, 951.9999999999999], [16039, 951.9999999999999], [16087, 951.9999999999999], [16093, 951.9999999999999], [16105, 951.9999999999999], [16109, 951.9999999999999]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemCreateExpression.mem_create_expression.json b/graphs/summary/memory_unit_benchmarks.MemCreateExpression.mem_create_expression.json
index c90b41f77..fda27d466 100644
--- a/graphs/summary/memory_unit_benchmarks.MemCreateExpression.mem_create_expression.json
+++ b/graphs/summary/memory_unit_benchmarks.MemCreateExpression.mem_create_expression.json
@@ -1 +1 @@
-[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16112, 448.0]]
\ No newline at end of file
+[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16109, 448.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression.json b/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression.json
index c90b41f77..fda27d466 100644
--- a/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression.json
+++ b/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression.json
@@ -1 +1 @@
-[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16112, 448.0]]
\ No newline at end of file
+[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16109, 448.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_discretise.json b/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_discretise.json
index 0e860c0a9..39b12d380 100644
--- a/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_discretise.json
+++ b/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_discretise.json
@@ -1 +1 @@
-[[15407, 192.0], [15451, 192.0], [15472, 192.0], [15524, 192.0], [15553, 192.0], [15607, 192.0], [15615, 192.0], [15628, 192.0], [15647, 192.0], [15665, 192.0], [15687, 192.0], [15693, 192.0], [15747, 192.0], [15776, 192.0], [15790, 192.0], [15830, 192.0], [15844, 192.0], [15858, 192.0], [15899, 192.0], [15911, 192.0], [15913, 192.0], [15918, 192.0], [15949, 192.0], [15977, 192.0], [16024, 192.0], [16029, 192.0], [16039, 192.0], [16087, 192.0], [16093, 192.0], [16105, 192.0], [16112, 192.0]]
\ No newline at end of file
+[[15407, 192.0], [15451, 192.0], [15472, 192.0], [15524, 192.0], [15553, 192.0], [15607, 192.0], [15615, 192.0], [15628, 192.0], [15647, 192.0], [15665, 192.0], [15687, 192.0], [15693, 192.0], [15747, 192.0], [15776, 192.0], [15790, 192.0], [15830, 192.0], [15844, 192.0], [15858, 192.0], [15899, 192.0], [15911, 192.0], [15913, 192.0], [15918, 192.0], [15949, 192.0], [15977, 192.0], [16024, 192.0], [16029, 192.0], [16039, 192.0], [16087, 192.0], [16093, 192.0], [16105, 192.0], [16109, 192.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise.json b/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise.json
index 8f7196b45..7ea11f72d 100644
--- a/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise.json
+++ b/graphs/summary/memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise.json
@@ -1 +1 @@
-[[15407, 152.0], [15451, 152.0], [15472, 152.0], [15524, 152.0], [15553, 152.0], [15607, 152.0], [15615, 152.0], [15628, 152.0], [15647, 152.0], [15665, 152.0], [15687, 152.0], [15693, 152.0], [15747, 152.0], [15776, 152.0], [15790, 152.0], [15830, 152.0], [15844, 152.0], [15858, 152.0], [15899, 152.0], [15911, 152.0], [15913, 152.0], [15918, 152.0], [15949, 152.0], [15977, 152.0], [16024, 152.0], [16029, 152.0], [16039, 152.0], [16087, 152.0], [16093, 152.0], [16105, 152.0], [16112, 152.0]]
\ No newline at end of file
+[[15407, 152.0], [15451, 152.0], [15472, 152.0], [15524, 152.0], [15553, 152.0], [15607, 152.0], [15615, 152.0], [15628, 152.0], [15647, 152.0], [15665, 152.0], [15687, 152.0], [15693, 152.0], [15747, 152.0], [15776, 152.0], [15790, 152.0], [15830, 152.0], [15844, 152.0], [15858, 152.0], [15899, 152.0], [15911, 152.0], [15913, 152.0], [15918, 152.0], [15949, 152.0], [15977, 152.0], [16024, 152.0], [16029, 152.0], [16039, 152.0], [16087, 152.0], [16093, 152.0], [16105, 152.0], [16109, 152.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemParameteriseModel.mem_create_expression.json b/graphs/summary/memory_unit_benchmarks.MemParameteriseModel.mem_create_expression.json
index c90b41f77..fda27d466 100644
--- a/graphs/summary/memory_unit_benchmarks.MemParameteriseModel.mem_create_expression.json
+++ b/graphs/summary/memory_unit_benchmarks.MemParameteriseModel.mem_create_expression.json
@@ -1 +1 @@
-[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16112, 448.0]]
\ No newline at end of file
+[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16109, 448.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemParameteriseModel.mem_parameterise.json b/graphs/summary/memory_unit_benchmarks.MemParameteriseModel.mem_parameterise.json
index 8f7196b45..7ea11f72d 100644
--- a/graphs/summary/memory_unit_benchmarks.MemParameteriseModel.mem_parameterise.json
+++ b/graphs/summary/memory_unit_benchmarks.MemParameteriseModel.mem_parameterise.json
@@ -1 +1 @@
-[[15407, 152.0], [15451, 152.0], [15472, 152.0], [15524, 152.0], [15553, 152.0], [15607, 152.0], [15615, 152.0], [15628, 152.0], [15647, 152.0], [15665, 152.0], [15687, 152.0], [15693, 152.0], [15747, 152.0], [15776, 152.0], [15790, 152.0], [15830, 152.0], [15844, 152.0], [15858, 152.0], [15899, 152.0], [15911, 152.0], [15913, 152.0], [15918, 152.0], [15949, 152.0], [15977, 152.0], [16024, 152.0], [16029, 152.0], [16039, 152.0], [16087, 152.0], [16093, 152.0], [16105, 152.0], [16112, 152.0]]
\ No newline at end of file
+[[15407, 152.0], [15451, 152.0], [15472, 152.0], [15524, 152.0], [15553, 152.0], [15607, 152.0], [15615, 152.0], [15628, 152.0], [15647, 152.0], [15665, 152.0], [15687, 152.0], [15693, 152.0], [15747, 152.0], [15776, 152.0], [15790, 152.0], [15830, 152.0], [15844, 152.0], [15858, 152.0], [15899, 152.0], [15911, 152.0], [15913, 152.0], [15918, 152.0], [15949, 152.0], [15977, 152.0], [16024, 152.0], [16029, 152.0], [16039, 152.0], [16087, 152.0], [16093, 152.0], [16105, 152.0], [16109, 152.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_create_expression.json b/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_create_expression.json
index c90b41f77..fda27d466 100644
--- a/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_create_expression.json
+++ b/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_create_expression.json
@@ -1 +1 @@
-[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16112, 448.0]]
\ No newline at end of file
+[[15407, 448.0], [15451, 448.0], [15472, 448.0], [15524, 448.0], [15553, 448.0], [15607, 448.0], [15615, 448.0], [15628, 448.0], [15647, 448.0], [15665, 448.0], [15687, 448.0], [15693, 448.0], [15747, 448.0], [15776, 448.0], [15790, 448.0], [15830, 448.0], [15844, 448.0], [15858, 448.0], [15899, 448.0], [15911, 448.0], [15913, 448.0], [15918, 448.0], [15949, 448.0], [15977, 448.0], [16024, 448.0], [16029, 448.0], [16039, 448.0], [16087, 448.0], [16093, 448.0], [16105, 448.0], [16109, 448.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_discretise.json b/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_discretise.json
index 0e860c0a9..39b12d380 100644
--- a/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_discretise.json
+++ b/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_discretise.json
@@ -1 +1 @@
-[[15407, 192.0], [15451, 192.0], [15472, 192.0], [15524, 192.0], [15553, 192.0], [15607, 192.0], [15615, 192.0], [15628, 192.0], [15647, 192.0], [15665, 192.0], [15687, 192.0], [15693, 192.0], [15747, 192.0], [15776, 192.0], [15790, 192.0], [15830, 192.0], [15844, 192.0], [15858, 192.0], [15899, 192.0], [15911, 192.0], [15913, 192.0], [15918, 192.0], [15949, 192.0], [15977, 192.0], [16024, 192.0], [16029, 192.0], [16039, 192.0], [16087, 192.0], [16093, 192.0], [16105, 192.0], [16112, 192.0]]
\ No newline at end of file
+[[15407, 192.0], [15451, 192.0], [15472, 192.0], [15524, 192.0], [15553, 192.0], [15607, 192.0], [15615, 192.0], [15628, 192.0], [15647, 192.0], [15665, 192.0], [15687, 192.0], [15693, 192.0], [15747, 192.0], [15776, 192.0], [15790, 192.0], [15830, 192.0], [15844, 192.0], [15858, 192.0], [15899, 192.0], [15911, 192.0], [15913, 192.0], [15918, 192.0], [15949, 192.0], [15977, 192.0], [16024, 192.0], [16029, 192.0], [16039, 192.0], [16087, 192.0], [16093, 192.0], [16105, 192.0], [16109, 192.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_parameterise.json b/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_parameterise.json
index 8f7196b45..7ea11f72d 100644
--- a/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_parameterise.json
+++ b/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_parameterise.json
@@ -1 +1 @@
-[[15407, 152.0], [15451, 152.0], [15472, 152.0], [15524, 152.0], [15553, 152.0], [15607, 152.0], [15615, 152.0], [15628, 152.0], [15647, 152.0], [15665, 152.0], [15687, 152.0], [15693, 152.0], [15747, 152.0], [15776, 152.0], [15790, 152.0], [15830, 152.0], [15844, 152.0], [15858, 152.0], [15899, 152.0], [15911, 152.0], [15913, 152.0], [15918, 152.0], [15949, 152.0], [15977, 152.0], [16024, 152.0], [16029, 152.0], [16039, 152.0], [16087, 152.0], [16093, 152.0], [16105, 152.0], [16112, 152.0]]
\ No newline at end of file
+[[15407, 152.0], [15451, 152.0], [15472, 152.0], [15524, 152.0], [15553, 152.0], [15607, 152.0], [15615, 152.0], [15628, 152.0], [15647, 152.0], [15665, 152.0], [15687, 152.0], [15693, 152.0], [15747, 152.0], [15776, 152.0], [15790, 152.0], [15830, 152.0], [15844, 152.0], [15858, 152.0], [15899, 152.0], [15911, 152.0], [15913, 152.0], [15918, 152.0], [15949, 152.0], [15977, 152.0], [16024, 152.0], [16029, 152.0], [16039, 152.0], [16087, 152.0], [16093, 152.0], [16105, 152.0], [16109, 152.0]]
\ No newline at end of file
diff --git a/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_solve.json b/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_solve.json
index 8758f5d56..995fb9e4e 100644
--- a/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_solve.json
+++ b/graphs/summary/memory_unit_benchmarks.MemSolveModel.mem_solve.json
@@ -1 +1 @@
-[[15407, 280.0], [15451, 280.0], [15472, 280.0], [15524, 280.0], [15553, 280.0], [15607, 280.0], [15615, 280.0], [15628, 280.0], [15647, 280.0], [15665, 280.0], [15687, 280.0], [15693, 280.0], [15747, 280.0], [15776, 280.0], [15790, 280.0], [15830, 280.0], [15844, 280.0], [15858, 280.0], [15899, 280.0], [15911, 280.0], [15913, 280.0], [15918, 280.0], [15949, 280.0], [15977, 280.0], [16024, 280.0], [16029, 280.0], [16039, 280.0], [16087, 280.0], [16093, 280.0], [16105, 280.0], [16112, 280.0]]
\ No newline at end of file
+[[15407, 280.0], [15451, 280.0], [15472, 280.0], [15524, 280.0], [15553, 280.0], [15607, 280.0], [15615, 280.0], [15628, 280.0], [15647, 280.0], [15665, 280.0], [15687, 280.0], [15693, 280.0], [15747, 280.0], [15776, 280.0], [15790, 280.0], [15830, 280.0], [15844, 280.0], [15858, 280.0], [15899, 280.0], [15911, 280.0], [15913, 280.0], [15918, 280.0], [15949, 280.0], [15977, 280.0], [16024, 280.0], [16029, 280.0], [16039, 280.0], [16087, 280.0], [16093, 280.0], [16105, 280.0], [16109, 280.0]]
\ No newline at end of file
diff --git a/graphs/summary/time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN.json b/graphs/summary/time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN.json
index a4c18b11a..bfd61fff3 100644
--- a/graphs/summary/time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN.json
+++ b/graphs/summary/time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN.json
@@ -1 +1 @@
-[[15407, 0.5116020056675434], [15451, 0.628769862590521], [15472, 0.5842180422090875], [15524, 0.5680898902102921], [15553, 0.4392895726757706], [15607, 0.8424164579147959], [15615, 0.4428275397053929], [15628, 0.4368723031513411], [15647, 0.4375912296298936], [15665, 0.43724490067495014], [15687, 0.4360157250441501], [15693, 0.445131290614134], [15747, 0.43223827733409603], [15776, 0.43436658408252093], [15790, 0.44093982078660704], [15830, 0.43741654843576594], [15844, 0.4344418520504986], [15858, 0.44157981858371126], [15899, 0.4427082141595582], [15911, 0.435867411794894], [15913, 0.4348308189490238], [15918, 0.4419724903817464], [15949, 0.4364660277349693], [15977, 0.44537518102028667], [16024, 0.4405152252386428], [16029, 0.4430721000675781], [16039, 0.43355352069374403], [16087, 0.43127440412959156], [16093, 0.43479674659965734], [16105, 0.4361868399196425], [16112, 0.4505340085747725]]
\ No newline at end of file
+[[15407, 0.5116020056675434], [15451, 0.628769862590521], [15472, 0.5842180422090875], [15524, 0.5680898902102921], [15553, 0.4392895726757706], [15607, 0.8424164579147959], [15615, 0.4428275397053929], [15628, 0.4368723031513411], [15647, 0.4375912296298936], [15665, 0.43724490067495014], [15687, 0.4360157250441501], [15693, 0.445131290614134], [15747, 0.43223827733409603], [15776, 0.43436658408252093], [15790, 0.44093982078660704], [15830, 0.43741654843576594], [15844, 0.4344418520504986], [15858, 0.44157981858371126], [15899, 0.4427082141595582], [15911, 0.435867411794894], [15913, 0.4348308189490238], [15918, 0.4419724903817464], [15949, 0.4364660277349693], [15977, 0.44537518102028667], [16024, 0.4405152252386428], [16029, 0.4430721000675781], [16039, 0.43355352069374403], [16087, 0.43127440412959156], [16093, 0.43479674659965734], [16105, 0.4361868399196425], [16109, 0.43451915293696175]]
\ No newline at end of file
diff --git a/graphs/summary/time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation.json b/graphs/summary/time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation.json
index b9ecab470..901518832 100644
--- a/graphs/summary/time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation.json
+++ b/graphs/summary/time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation.json
@@ -1 +1 @@
-[[15407, 0.06449965870022281], [15451, 0.07610292679393818], [15472, 0.0703522910492924], [15524, 0.06947688238331433], [15553, 0.05328338514572971], [15607, 0.09812844172875236], [15615, 0.05359756822322694], [15628, 0.052324561076820965], [15647, 0.05273353423863757], [15665, 0.052694823189795445], [15687, 0.05269959490369886], [15693, 0.05347377584698274], [15747, 0.052302914818906976], [15776, 0.052996070838930834], [15790, 0.052896675620113104], [15830, 0.05274185813855549], [15844, 0.052196793721058364], [15858, 0.05276108316718698], [15899, 0.053724773837534004], [15911, 0.05210238881768288], [15913, 0.05249324147125563], [15918, 0.053598095195002235], [15949, 0.05216128715599336], [15977, 0.053573536335936096], [16024, 0.05230897288453468], [16029, 0.05357476546671568], [16039, 0.05197811173510769], [16087, 0.05176041089907531], [16093, 0.052231931424460844], [16105, 0.05233225667072126], [16112, 0.05400435030659253]]
\ No newline at end of file
+[[15407, 0.06449965870022281], [15451, 0.07610292679393818], [15472, 0.0703522910492924], [15524, 0.06947688238331433], [15553, 0.05328338514572971], [15607, 0.09812844172875236], [15615, 0.05359756822322694], [15628, 0.052324561076820965], [15647, 0.05273353423863757], [15665, 0.052694823189795445], [15687, 0.05269959490369886], [15693, 0.05347377584698274], [15747, 0.052302914818906976], [15776, 0.052996070838930834], [15790, 0.052896675620113104], [15830, 0.05274185813855549], [15844, 0.052196793721058364], [15858, 0.05276108316718698], [15899, 0.053724773837534004], [15911, 0.05210238881768288], [15913, 0.05249324147125563], [15918, 0.053598095195002235], [15949, 0.05216128715599336], [15977, 0.053573536335936096], [16024, 0.05230897288453468], [16029, 0.05357476546671568], [16039, 0.05197811173510769], [16087, 0.05176041089907531], [16093, 0.052231931424460844], [16105, 0.05233225667072126], [16109, 0.05190185766749241]]
\ No newline at end of file
diff --git a/graphs/summary/time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM.json b/graphs/summary/time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM.json
index b8501b9b8..77c2f7ac4 100644
--- a/graphs/summary/time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM.json
+++ b/graphs/summary/time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM.json
@@ -1 +1 @@
-[[15407, 0.24491541456396648], [15451, 0.2946551172420753], [15472, 0.26959654067339817], [15524, 0.26731936055894684], [15553, 0.21147378022387744], [15607, 0.39784772952139763], [15615, 0.21286952360746808], [15628, 0.2078592156358097], [15647, 0.21057751923931878], [15665, 0.21008070103550652], [15687, 0.20894445164187872], [15693, 0.21290130295054277], [15747, 0.20670409576495996], [15776, 0.20804447772275383], [15790, 0.21162371512834083], [15830, 0.20975353391196666], [15844, 0.20759490459965868], [15858, 0.2112401327678296], [15899, 0.2122146115866205], [15911, 0.20910588357704743], [15913, 0.2079317131567516], [15918, 0.210964754065628], [15949, 0.2071846137116168], [15977, 0.21411731084338556], [16024, 0.2112990037858414], [16029, 0.21287914317519688], [16039, 0.2072907105743923], [16087, 0.2053148897297828], [16093, 0.20755196272099974], [16105, 0.20792236284818838], [16112, 0.21549995287021542]]
\ No newline at end of file
+[[15407, 0.24491541456396648], [15451, 0.2946551172420753], [15472, 0.26959654067339817], [15524, 0.26731936055894684], [15553, 0.21147378022387744], [15607, 0.39784772952139763], [15615, 0.21286952360746808], [15628, 0.2078592156358097], [15647, 0.21057751923931878], [15665, 0.21008070103550652], [15687, 0.20894445164187872], [15693, 0.21290130295054277], [15747, 0.20670409576495996], [15776, 0.20804447772275383], [15790, 0.21162371512834083], [15830, 0.20975353391196666], [15844, 0.20759490459965868], [15858, 0.2112401327678296], [15899, 0.2122146115866205], [15911, 0.20910588357704743], [15913, 0.2079317131567516], [15918, 0.210964754065628], [15949, 0.2071846137116168], [15977, 0.21411731084338556], [16024, 0.2112990037858414], [16029, 0.21287914317519688], [16039, 0.2072907105743923], [16087, 0.2053148897297828], [16093, 0.20755196272099974], [16105, 0.20792236284818838], [16109, 0.2084863766532646]]
\ No newline at end of file
diff --git a/graphs/summary/time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation.json b/graphs/summary/time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation.json
index f2a882e6c..cad8e2299 100644
--- a/graphs/summary/time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation.json
+++ b/graphs/summary/time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation.json
@@ -1 +1 @@
-[[15407, 0.05154544311233477], [15451, 0.06109857666256524], [15472, 0.05655666863964491], [15524, 0.05565400354816032], [15553, 0.043056437287528566], [15607, 0.07831210134157635], [15615, 0.04347571718177308], [15628, 0.04218260237524182], [15647, 0.04275513431989994], [15665, 0.04227292889192191], [15687, 0.04217534126437764], [15693, 0.043149088121744734], [15747, 0.042389934736749256], [15776, 0.042790074369440545], [15790, 0.042677038294832964], [15830, 0.04259799477425878], [15844, 0.04212280757302858], [15858, 0.042693299202542806], [15899, 0.04298857252179178], [15911, 0.042131131449991886], [15913, 0.042301549440148044], [15918, 0.0429134998727611], [15949, 0.04206716158811762], [15977, 0.042996593641273416], [16024, 0.04243958059497998], [16029, 0.043068323490619426], [16039, 0.04178428380283537], [16087, 0.04181996429440782], [16093, 0.04221527360965582], [16105, 0.04216098723942126], [16112, 0.043555979129799666]]
\ No newline at end of file
+[[15407, 0.05154544311233477], [15451, 0.06109857666256524], [15472, 0.05655666863964491], [15524, 0.05565400354816032], [15553, 0.043056437287528566], [15607, 0.07831210134157635], [15615, 0.04347571718177308], [15628, 0.04218260237524182], [15647, 0.04275513431989994], [15665, 0.04227292889192191], [15687, 0.04217534126437764], [15693, 0.043149088121744734], [15747, 0.042389934736749256], [15776, 0.042790074369440545], [15790, 0.042677038294832964], [15830, 0.04259799477425878], [15844, 0.04212280757302858], [15858, 0.042693299202542806], [15899, 0.04298857252179178], [15911, 0.042131131449991886], [15913, 0.042301549440148044], [15918, 0.0429134998727611], [15949, 0.04206716158811762], [15977, 0.042996593641273416], [16024, 0.04243958059497998], [16029, 0.043068323490619426], [16039, 0.04178428380283537], [16087, 0.04181996429440782], [16093, 0.04221527360965582], [16105, 0.04216098723942126], [16109, 0.04199271923040063]]
\ No newline at end of file
diff --git a/graphs/summary/time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe.json b/graphs/summary/time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe.json
index 7756b0859..663db807a 100644
--- a/graphs/summary/time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe.json
+++ b/graphs/summary/time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe.json
@@ -1 +1 @@
-[[15407, 0.4173972530124729], [15451, 0.5113958791861285], [15472, 0.46050964034638614], [15524, 0.453839095722166], [15553, 0.35794041438769436], [15607, 0.6772482311195576], [15615, 0.36210358829658235], [15628, 0.3545948718168346], [15647, 0.35854256251806205], [15665, 0.35498179722139206], [15687, 0.3549565034814454], [15693, 0.36266582315346363], [15747, 0.351857406502313], [15776, 0.3553395765251417], [15790, 0.3567949203992591], [15830, 0.3541318552221676], [15844, 0.3531677840680237], [15858, 0.3602960790221276], [15899, 0.3583678832442145], [15911, 0.3556817017963785], [15913, 0.3515061188546326], [15918, 0.35816317087443916], [15949, 0.35096107758618306], [15977, 0.36003290237766505], [16024, 0.35857457925761443], [16029, 0.35885811448162663], [16039, 0.35072177991484405], [16087, 0.3495190704974119], [16093, 0.3525500109622546], [16105, 0.35267181681277554], [16112, 0.3602005898318504]]
\ No newline at end of file
+[[15407, 0.4173972530124729], [15451, 0.5113958791861285], [15472, 0.46050964034638614], [15524, 0.453839095722166], [15553, 0.35794041438769436], [15607, 0.6772482311195576], [15615, 0.36210358829658235], [15628, 0.3545948718168346], [15647, 0.35854256251806205], [15665, 0.35498179722139206], [15687, 0.3549565034814454], [15693, 0.36266582315346363], [15747, 0.351857406502313], [15776, 0.3553395765251417], [15790, 0.3567949203992591], [15830, 0.3541318552221676], [15844, 0.3531677840680237], [15858, 0.3602960790221276], [15899, 0.3583678832442145], [15911, 0.3556817017963785], [15913, 0.3515061188546326], [15918, 0.35816317087443916], [15949, 0.35096107758618306], [15977, 0.36003290237766505], [16024, 0.35857457925761443], [16029, 0.35885811448162663], [16039, 0.35072177991484405], [16087, 0.3495190704974119], [16093, 0.3525500109622546], [16105, 0.35267181681277554], [16109, 0.3557480204591425]]
\ No newline at end of file
diff --git a/graphs/summary/time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation.json b/graphs/summary/time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation.json
index 9e26dafda..329b717c2 100644
--- a/graphs/summary/time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation.json
+++ b/graphs/summary/time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation.json
@@ -1 +1 @@
-[[15407, 0.06793478430874476], [15451, 0.08208274803668322], [15472, 0.07381010188206147], [15524, 0.07309403257872493], [15553, 0.05706461486616928], [15607, 0.10515546382998585], [15615, 0.0568950015194495], [15628, 0.0555487759886216], [15647, 0.056397471598682594], [15665, 0.055794975594488004], [15687, 0.055835785783580505], [15693, 0.05663718789666232], [15747, 0.055450054097427384], [15776, 0.056736735125110946], [15790, 0.05628517992031545], [15830, 0.055976254954373195], [15844, 0.05544862209760424], [15858, 0.05656584109481174], [15899, 0.0563217678613079], [15911, 0.055683954109423214], [15913, 0.05544204451924692], [15918, 0.0566970573794446], [15949, 0.05546342940312909], [15977, 0.05678333381219016], [16024, 0.05590554145616133], [16029, 0.056758140706535544], [16039, 0.05517708921913949], [16087, 0.05546955559921276], [16093, 0.05547761624364668], [16105, 0.05547557032083643], [16112, 0.05733333748223277]]
\ No newline at end of file
+[[15407, 0.06793478430874476], [15451, 0.08208274803668322], [15472, 0.07381010188206147], [15524, 0.07309403257872493], [15553, 0.05706461486616928], [15607, 0.10515546382998585], [15615, 0.0568950015194495], [15628, 0.0555487759886216], [15647, 0.056397471598682594], [15665, 0.055794975594488004], [15687, 0.055835785783580505], [15693, 0.05663718789666232], [15747, 0.055450054097427384], [15776, 0.056736735125110946], [15790, 0.05628517992031545], [15830, 0.055976254954373195], [15844, 0.05544862209760424], [15858, 0.05656584109481174], [15899, 0.0563217678613079], [15911, 0.055683954109423214], [15913, 0.05544204451924692], [15918, 0.0566970573794446], [15949, 0.05546342940312909], [15977, 0.05678333381219016], [16024, 0.05590554145616133], [16029, 0.056758140706535544], [16039, 0.05517708921913949], [16087, 0.05546955559921276], [16093, 0.05547761624364668], [16105, 0.05547557032083643], [16109, 0.05651902720191921]]
\ No newline at end of file
diff --git a/graphs/summary/time_sims_experiments.TimeSimulation.time_setup.json b/graphs/summary/time_sims_experiments.TimeSimulation.time_setup.json
index ec43b58f8..2de95675a 100644
--- a/graphs/summary/time_sims_experiments.TimeSimulation.time_setup.json
+++ b/graphs/summary/time_sims_experiments.TimeSimulation.time_setup.json
@@ -1 +1 @@
-[[15407, 0.057949226086138915], [15451, 0.06997858993519103], [15472, 0.06270829698116714], [15524, 0.0624793606363391], [15553, 0.04926595295150147], [15607, 0.0885072326514412], [15615, 0.04876504047671698], [15628, 0.04763047873777914], [15647, 0.048444812094443686], [15665, 0.04782929326956652], [15687, 0.047895096494312575], [15693, 0.04845413195543887], [15747, 0.0475712037683751], [15776, 0.04822207267413512], [15790, 0.04807605887766825], [15830, 0.0483106344747426], [15844, 0.04784724594023242], [15858, 0.04843359879807014], [15899, 0.04896903769967349], [15911, 0.047843048592445675], [15913, 0.047819123351490196], [15918, 0.04854877368463882], [15949, 0.04766776477264154], [15977, 0.04900594652823767], [16024, 0.047881188439962294], [16029, 0.04878134784437942], [16039, 0.04740701899823712], [16087, 0.04758917836199482], [16093, 0.04784212473931956], [16105, 0.047940078229329615], [16112, 0.04936150083214221]]
\ No newline at end of file
+[[15407, 0.057949226086138915], [15451, 0.06997858993519103], [15472, 0.06270829698116714], [15524, 0.0624793606363391], [15553, 0.04926595295150147], [15607, 0.0885072326514412], [15615, 0.04876504047671698], [15628, 0.04763047873777914], [15647, 0.048444812094443686], [15665, 0.04782929326956652], [15687, 0.047895096494312575], [15693, 0.04845413195543887], [15747, 0.0475712037683751], [15776, 0.04822207267413512], [15790, 0.04807605887766825], [15830, 0.0483106344747426], [15844, 0.04784724594023242], [15858, 0.04843359879807014], [15899, 0.04896903769967349], [15911, 0.047843048592445675], [15913, 0.047819123351490196], [15918, 0.04854877368463882], [15949, 0.04766776477264154], [15977, 0.04900594652823767], [16024, 0.047881188439962294], [16029, 0.04878134784437942], [16039, 0.04740701899823712], [16087, 0.04758917836199482], [16093, 0.04784212473931956], [16105, 0.047940078229329615], [16109, 0.04864823644453004]]
\ No newline at end of file
diff --git a/graphs/summary/time_sims_experiments.TimeSimulation.time_solve.json b/graphs/summary/time_sims_experiments.TimeSimulation.time_solve.json
index 6c498f0a5..af8507dae 100644
--- a/graphs/summary/time_sims_experiments.TimeSimulation.time_solve.json
+++ b/graphs/summary/time_sims_experiments.TimeSimulation.time_solve.json
@@ -1 +1 @@
-[[15407, 6.109610273030728], [15451, 7.2031573021243505], [15472, 6.465037574729733], [15524, 6.460069504011534], [15553, 5.015042901906996], [15607, 3.2399484267260688], [15615, 1.742321931333526], [15628, 1.7137745483976756], [15647, 1.7267595247047072], [15665, 1.715871612669729], [15687, 1.7080783100945114], [15693, 1.7515912833406024], [15747, 1.6967295801464786], [15776, 1.7146038461509636], [15790, 1.727039028795537], [15830, 1.7181002032839774], [15844, 1.7108227967128997], [15858, 1.7267120042258202], [15899, 1.731006438632726], [15911, 1.7204441733256377], [15913, 1.713815366163302], [15918, 1.7354859564816645], [15949, 1.711934755159883], [15977, 1.752126361472122], [16024, 1.7472819002973896], [16029, 1.745431701375127], [16039, 1.716687084887943], [16087, 1.6998805761314202], [16093, 1.7070789790412289], [16105, 1.713890613834804], [16112, 1.7541841385352588]]
\ No newline at end of file
+[[15407, 6.109610273030728], [15451, 7.2031573021243505], [15472, 6.465037574729733], [15524, 6.460069504011534], [15553, 5.015042901906996], [15607, 3.2399484267260688], [15615, 1.742321931333526], [15628, 1.7137745483976756], [15647, 1.7267595247047072], [15665, 1.715871612669729], [15687, 1.7080783100945114], [15693, 1.7515912833406024], [15747, 1.6967295801464786], [15776, 1.7146038461509636], [15790, 1.727039028795537], [15830, 1.7181002032839774], [15844, 1.7108227967128997], [15858, 1.7267120042258202], [15899, 1.731006438632726], [15911, 1.7204441733256377], [15913, 1.713815366163302], [15918, 1.7354859564816645], [15949, 1.711934755159883], [15977, 1.752126361472122], [16024, 1.7472819002973896], [16029, 1.745431701375127], [16039, 1.716687084887943], [16087, 1.6998805761314202], [16093, 1.7070789790412289], [16105, 1.713890613834804], [16109, 1.7130987135551108]]
\ No newline at end of file
diff --git a/graphs/summary/time_solve_models.TimeSolveDFN.time_solve_model.json b/graphs/summary/time_solve_models.TimeSolveDFN.time_solve_model.json
index 6f7e33c02..245fcb7f4 100644
--- a/graphs/summary/time_solve_models.TimeSolveDFN.time_solve_model.json
+++ b/graphs/summary/time_solve_models.TimeSolveDFN.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.7209463045597831], [15451, 0.814224239371856], [15472, 0.7162520457054915], [15524, 0.7149708107319691], [15553, 0.5222925069016703], [15607, 0.90412952596641], [15615, 0.5210365456105118], [15628, 0.5145671404236458], [15647, 0.5189852450696341], [15665, 0.5167181185998018], [15687, 0.5142639862128081], [15693, 0.5205022521383208], [15747, 0.5148451947934206], [15776, 0.5188327807355024], [15790, 0.5157939412128314], [15830, 0.5226989003016069], [15844, 0.5146950323483498], [15858, 0.5199699902884765], [15899, 0.5165470911864162], [15911, 0.5169031429585983], [15913, 0.5169730240682202], [15918, 0.5176064066652359], [15949, 0.5164223911653525], [15977, 0.5251574777593422], [16024, 0.5166784605802285], [16029, 0.5180420293935962], [16039, 0.5124821806548803], [16087, 0.5144416942579281], [16093, 0.5125564386123259], [16105, 0.5121789597473272], [16112, 0.5232926139008087]]
\ No newline at end of file
+[[15407, 0.7209463045597831], [15451, 0.814224239371856], [15472, 0.7162520457054915], [15524, 0.7149708107319691], [15553, 0.5222925069016703], [15607, 0.90412952596641], [15615, 0.5210365456105118], [15628, 0.5145671404236458], [15647, 0.5189852450696341], [15665, 0.5167181185998018], [15687, 0.5142639862128081], [15693, 0.5205022521383208], [15747, 0.5148451947934206], [15776, 0.5188327807355024], [15790, 0.5157939412128314], [15830, 0.5226989003016069], [15844, 0.5146950323483498], [15858, 0.5199699902884765], [15899, 0.5165470911864162], [15911, 0.5169031429585983], [15913, 0.5169730240682202], [15918, 0.5176064066652359], [15949, 0.5164223911653525], [15977, 0.5251574777593422], [16024, 0.5166784605802285], [16029, 0.5180420293935962], [16039, 0.5124821806548803], [16087, 0.5144416942579281], [16093, 0.5125564386123259], [16105, 0.5121789597473272], [16109, 0.5133275830905427]]
\ No newline at end of file
diff --git a/graphs/summary/time_solve_models.TimeSolveSPM.time_solve_model.json b/graphs/summary/time_solve_models.TimeSolveSPM.time_solve_model.json
index 469e7bc66..94b4845f4 100644
--- a/graphs/summary/time_solve_models.TimeSolveSPM.time_solve_model.json
+++ b/graphs/summary/time_solve_models.TimeSolveSPM.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.036633568496296606], [15451, 0.04569347169772119], [15472, 0.038998003550544856], [15524, 0.038536066061595584], [15553, 0.02579582265654596], [15607, 0.05416539760877016], [15615, 0.02577676255263294], [15628, 0.02550764544101205], [15647, 0.025854435810828677], [15665, 0.02566336920245867], [15687, 0.02550298000125823], [15693, 0.025974835296886503], [15747, 0.02533445816610587], [15776, 0.02585046839631998], [15790, 0.02567206426486059], [15830, 0.025769351224900434], [15844, 0.025351499559805424], [15858, 0.02585048852561838], [15899, 0.02586670668057997], [15911, 0.025548169303495086], [15913, 0.025958950303456], [15918, 0.025936398552187774], [15949, 0.02551639095817647], [15977, 0.02627502990137671], [16024, 0.025864570289106704], [16029, 0.02625910757259891], [16039, 0.025645111399972675], [16087, 0.025732929026445747], [16093, 0.025802389572579573], [16105, 0.02545149330670011], [16112, 0.026591008943222503]]
\ No newline at end of file
+[[15407, 0.036633568496296606], [15451, 0.04569347169772119], [15472, 0.038998003550544856], [15524, 0.038536066061595584], [15553, 0.02579582265654596], [15607, 0.05416539760877016], [15615, 0.02577676255263294], [15628, 0.02550764544101205], [15647, 0.025854435810828677], [15665, 0.02566336920245867], [15687, 0.02550298000125823], [15693, 0.025974835296886503], [15747, 0.02533445816610587], [15776, 0.02585046839631998], [15790, 0.02567206426486059], [15830, 0.025769351224900434], [15844, 0.025351499559805424], [15858, 0.02585048852561838], [15899, 0.02586670668057997], [15911, 0.025548169303495086], [15913, 0.025958950303456], [15918, 0.025936398552187774], [15949, 0.02551639095817647], [15977, 0.02627502990137671], [16024, 0.025864570289106704], [16029, 0.02625910757259891], [16039, 0.025645111399972675], [16087, 0.025732929026445747], [16093, 0.025802389572579573], [16105, 0.02545149330670011], [16109, 0.025830230155747244]]
\ No newline at end of file
diff --git a/graphs/summary/time_solve_models.TimeSolveSPMe.time_solve_model.json b/graphs/summary/time_solve_models.TimeSolveSPMe.time_solve_model.json
index 6adc4c2fa..608b46ccd 100644
--- a/graphs/summary/time_solve_models.TimeSolveSPMe.time_solve_model.json
+++ b/graphs/summary/time_solve_models.TimeSolveSPMe.time_solve_model.json
@@ -1 +1 @@
-[[15407, 0.0639897517416366], [15451, 0.07621590698004242], [15472, 0.06781296716395516], [15524, 0.06511304324179713], [15553, 0.046887169865676585], [15607, 0.09160106252240793], [15615, 0.046688409914178275], [15628, 0.046493160141446443], [15647, 0.046754550269962156], [15665, 0.04656981056584964], [15687, 0.04631316787070376], [15693, 0.047051399527840584], [15747, 0.046433128737733045], [15776, 0.04681860924438865], [15790, 0.046745655318795064], [15830, 0.046744896994876], [15844, 0.046486032285216784], [15858, 0.04702552221747486], [15899, 0.046860338231168794], [15911, 0.04666106020284825], [15913, 0.04723087521295607], [15918, 0.04696135520072793], [15949, 0.04667221722991202], [15977, 0.047464902632095116], [16024, 0.04682538159010427], [16029, 0.047601139787388023], [16039, 0.046520190107437256], [16087, 0.04640664847865584], [16093, 0.04670720629912641], [16105, 0.04651770229090027], [16112, 0.04807971239169275]]
\ No newline at end of file
+[[15407, 0.0639897517416366], [15451, 0.07621590698004242], [15472, 0.06781296716395516], [15524, 0.06511304324179713], [15553, 0.046887169865676585], [15607, 0.09160106252240793], [15615, 0.046688409914178275], [15628, 0.046493160141446443], [15647, 0.046754550269962156], [15665, 0.04656981056584964], [15687, 0.04631316787070376], [15693, 0.047051399527840584], [15747, 0.046433128737733045], [15776, 0.04681860924438865], [15790, 0.046745655318795064], [15830, 0.046744896994876], [15844, 0.046486032285216784], [15858, 0.04702552221747486], [15899, 0.046860338231168794], [15911, 0.04666106020284825], [15913, 0.04723087521295607], [15918, 0.04696135520072793], [15949, 0.04667221722991202], [15977, 0.047464902632095116], [16024, 0.04682538159010427], [16029, 0.047601139787388023], [16039, 0.046520190107437256], [16087, 0.04640664847865584], [16093, 0.04670720629912641], [16105, 0.04651770229090027], [16109, 0.04688530178264637]]
\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeCreateExpression.time_create_expression.json b/graphs/summary/unit_benchmarks.TimeCreateExpression.time_create_expression.json
index d765a01c7..993751a8d 100644
--- a/graphs/summary/unit_benchmarks.TimeCreateExpression.time_create_expression.json
+++ b/graphs/summary/unit_benchmarks.TimeCreateExpression.time_create_expression.json
@@ -1 +1 @@
-[[15407, 0.0003363407999965299], [15451, 0.00041524712962739247], [15472, 0.000364308035711604], [15524, 0.00036155230357134575], [15553, 0.00030869293055325723], [15607, 0.0005776966578842373], [15615, 0.0003091732575746915], [15628, 0.00031452380303011466], [15647, 0.0003132546363669021], [15665, 0.00031196989393858087], [15687, 0.0003091584411750399], [15693, 0.0003122153636302921], [15747, 0.00031091474242009895], [15776, 0.00032181042424574775], [15790, 0.0003127454090845001], [15830, 0.000311362757574071], [15844, 0.0003094348181810236], [15858, 0.00031945515150834], [15899, 0.00032049507576010166], [15911, 0.0003081180735227248], [15913, 0.0003155409264683626], [15918, 0.00031452592424047356], [15949, 0.00031289883333046777], [15977, 0.00031938397059066656], [16024, 0.00030862759091164526], [16029, 0.0003163362878791359], [16039, 0.0003087139848503284], [16087, 0.00030492387878838957], [16093, 0.0003068972575771444], [16105, 0.00031086211764458685], [16112, 0.00031290183333319214]]
\ No newline at end of file
+[[15407, 0.0003363407999965299], [15451, 0.00041524712962739247], [15472, 0.000364308035711604], [15524, 0.00036155230357134575], [15553, 0.00030869293055325723], [15607, 0.0005776966578842373], [15615, 0.0003091732575746915], [15628, 0.00031452380303011466], [15647, 0.0003132546363669021], [15665, 0.00031196989393858087], [15687, 0.0003091584411750399], [15693, 0.0003122153636302921], [15747, 0.00031091474242009895], [15776, 0.00032181042424574775], [15790, 0.0003127454090845001], [15830, 0.000311362757574071], [15844, 0.0003094348181810236], [15858, 0.00031945515150834], [15899, 0.00032049507576010166], [15911, 0.0003081180735227248], [15913, 0.0003155409264683626], [15918, 0.00031452592424047356], [15949, 0.00031289883333046777], [15977, 0.00031938397059066656], [16024, 0.00030862759091164526], [16029, 0.0003163362878791359], [16039, 0.0003087139848503284], [16087, 0.00030492387878838957], [16093, 0.0003068972575771444], [16105, 0.00031086211764458685], [16109, 0.00030950864706202246]]
\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_create_expression.json b/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_create_expression.json
index d3f40adfb..3e254c691 100644
--- a/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_create_expression.json
+++ b/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_create_expression.json
@@ -1 +1 @@
-[[15407, 0.000339298333339381], [15451, 0.000418186519228724], [15472, 0.0003632580178540528], [15524, 0.0003622917142860972], [15553, 0.0002928388285714131], [15607, 0.0005390200526203683], [15615, 0.00031334739705859163], [15628, 0.0003108079852990266], [15647, 0.0003144942121239045], [15665, 0.00031049593939190925], [15687, 0.0003133239393912046], [15693, 0.0003154604090868264], [15747, 0.00031101113635982483], [15776, 0.00031618552941381495], [15790, 0.00031491404545456385], [15830, 0.0003108852878795281], [15844, 0.00031520577941284285], [15858, 0.00031557704412133554], [15899, 0.00031475098529654133], [15911, 0.0003140896212113203], [15913, 0.0003099725000007917], [15918, 0.0003166816212121899], [15949, 0.0003125455757595553], [15977, 0.0003133283181810067], [16024, 0.00030752387878733725], [16029, 0.00032175849999556004], [16039, 0.00031099245454284255], [16087, 0.0003121921969674683], [16093, 0.0003114248333386311], [16105, 0.00031791635294265526], [16112, 0.000315804681814701]]
\ No newline at end of file
+[[15407, 0.000339298333339381], [15451, 0.000418186519228724], [15472, 0.0003632580178540528], [15524, 0.0003622917142860972], [15553, 0.0002928388285714131], [15607, 0.0005390200526203683], [15615, 0.00031334739705859163], [15628, 0.0003108079852990266], [15647, 0.0003144942121239045], [15665, 0.00031049593939190925], [15687, 0.0003133239393912046], [15693, 0.0003154604090868264], [15747, 0.00031101113635982483], [15776, 0.00031618552941381495], [15790, 0.00031491404545456385], [15830, 0.0003108852878795281], [15844, 0.00031520577941284285], [15858, 0.00031557704412133554], [15899, 0.00031475098529654133], [15911, 0.0003140896212113203], [15913, 0.0003099725000007917], [15918, 0.0003166816212121899], [15949, 0.0003125455757595553], [15977, 0.0003133283181810067], [16024, 0.00030752387878733725], [16029, 0.00032175849999556004], [16039, 0.00031099245454284255], [16087, 0.0003121921969674683], [16093, 0.0003114248333386311], [16105, 0.00031791635294265526], [16109, 0.0003203898939380617]]
\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_discretise.json b/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_discretise.json
index 618d207f0..1fb74e1e3 100644
--- a/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_discretise.json
+++ b/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_discretise.json
@@ -1 +1 @@
-[[15407, 0.010525520499868435], [15451, 0.012911517000134154], [15472, 0.011616651999929672], [15524, 0.01126443900011509], [15553, 0.009212885000010829], [15607, 0.017649439499791697], [15615, 0.009390279499996268], [15628, 0.009224623500017515], [15647, 0.009350840000024618], [15665, 0.00938306074999673], [15687, 0.009429039499991632], [15693, 0.009545072750029249], [15747, 0.009221935750019838], [15776, 0.009232232749923241], [15790, 0.00942485600000964], [15830, 0.009314795750015037], [15844, 0.009424895749987172], [15858, 0.009582103500008543], [15899, 0.00935681999993676], [15911, 0.009398062000002483], [15913, 0.009309545500059357], [15918, 0.009469804249988556], [15949, 0.009300723250078136], [15977, 0.00945565750004107], [16024, 0.009623625250014811], [16029, 0.009530831250117444], [16039, 0.009269793499925072], [16087, 0.009258606499997768], [16093, 0.009327961749932001], [16105, 0.00934153149995609], [16112, 0.009383793250037797]]
\ No newline at end of file
+[[15407, 0.010525520499868435], [15451, 0.012911517000134154], [15472, 0.011616651999929672], [15524, 0.01126443900011509], [15553, 0.009212885000010829], [15607, 0.017649439499791697], [15615, 0.009390279499996268], [15628, 0.009224623500017515], [15647, 0.009350840000024618], [15665, 0.00938306074999673], [15687, 0.009429039499991632], [15693, 0.009545072750029249], [15747, 0.009221935750019838], [15776, 0.009232232749923241], [15790, 0.00942485600000964], [15830, 0.009314795750015037], [15844, 0.009424895749987172], [15858, 0.009582103500008543], [15899, 0.00935681999993676], [15911, 0.009398062000002483], [15913, 0.009309545500059357], [15918, 0.009469804249988556], [15949, 0.009300723250078136], [15977, 0.00945565750004107], [16024, 0.009623625250014811], [16029, 0.009530831250117444], [16039, 0.009269793499925072], [16087, 0.009258606499997768], [16093, 0.009327961749932001], [16105, 0.00934153149995609], [16109, 0.00939266425001506]]
\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_parameterise.json b/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_parameterise.json
index 3a14af2c3..85ddde934 100644
--- a/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_parameterise.json
+++ b/graphs/summary/unit_benchmarks.TimeDiscretiseModel.time_parameterise.json
@@ -1 +1 @@
-[[15407, 0.0003625267857135636], [15451, 0.00047030612000071415], [15472, 0.00041263398077699795], [15524, 0.0004120808600009695], [15553, 0.0003217364852984621], [15607, 0.0006156342647313175], [15615, 0.0003396814354822885], [15628, 0.00034080629999759066], [15647, 0.00033995800000015625], [15665, 0.00036423008333485996], [15687, 0.0003431136451581551], [15693, 0.00034152838333814846], [15747, 0.00033580898386917986], [15776, 0.00033831028332921657], [15790, 0.0003449127096781658], [15830, 0.0003408916833336662], [15844, 0.0003387193064444575], [15858, 0.0003427189166662477], [15899, 0.0003463558103382231], [15911, 0.00034149041935858894], [15913, 0.00034395158065176327], [15918, 0.0003360861290297356], [15949, 0.0003415546333333926], [15977, 0.00034439187096825573], [16024, 0.00033952341666463324], [16029, 0.00033696341936393444], [16039, 0.0003425943166651753], [16087, 0.0003369862903208477], [16093, 0.0003372366290345634], [16105, 0.00034020869354882904], [16112, 0.0003439686129057361]]
\ No newline at end of file
+[[15407, 0.0003625267857135636], [15451, 0.00047030612000071415], [15472, 0.00041263398077699795], [15524, 0.0004120808600009695], [15553, 0.0003217364852984621], [15607, 0.0006156342647313175], [15615, 0.0003396814354822885], [15628, 0.00034080629999759066], [15647, 0.00033995800000015625], [15665, 0.00036423008333485996], [15687, 0.0003431136451581551], [15693, 0.00034152838333814846], [15747, 0.00033580898386917986], [15776, 0.00033831028332921657], [15790, 0.0003449127096781658], [15830, 0.0003408916833336662], [15844, 0.0003387193064444575], [15858, 0.0003427189166662477], [15899, 0.0003463558103382231], [15911, 0.00034149041935858894], [15913, 0.00034395158065176327], [15918, 0.0003360861290297356], [15949, 0.0003415546333333926], [15977, 0.00034439187096825573], [16024, 0.00033952341666463324], [16029, 0.00033696341936393444], [16039, 0.0003425943166651753], [16087, 0.0003369862903208477], [16093, 0.0003372366290345634], [16105, 0.00034020869354882904], [16109, 0.000343000435482428]]
\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeParameteriseModel.time_create_expression.json b/graphs/summary/unit_benchmarks.TimeParameteriseModel.time_create_expression.json
index f34e59a4a..da48f679f 100644
--- a/graphs/summary/unit_benchmarks.TimeParameteriseModel.time_create_expression.json
+++ b/graphs/summary/unit_benchmarks.TimeParameteriseModel.time_create_expression.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeParameteriseModel.time_parameterise.json b/graphs/summary/unit_benchmarks.TimeParameteriseModel.time_parameterise.json
index 4c7b17027..0b97a8307 100644
--- a/graphs/summary/unit_benchmarks.TimeParameteriseModel.time_parameterise.json
+++ b/graphs/summary/unit_benchmarks.TimeParameteriseModel.time_parameterise.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeSolveModel.time_create_expression.json b/graphs/summary/unit_benchmarks.TimeSolveModel.time_create_expression.json
index 263e18cec..24610cad4 100644
--- a/graphs/summary/unit_benchmarks.TimeSolveModel.time_create_expression.json
+++ b/graphs/summary/unit_benchmarks.TimeSolveModel.time_create_expression.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeSolveModel.time_discretise.json b/graphs/summary/unit_benchmarks.TimeSolveModel.time_discretise.json
index 45fc023d2..a4de37a1b 100644
--- a/graphs/summary/unit_benchmarks.TimeSolveModel.time_discretise.json
+++ b/graphs/summary/unit_benchmarks.TimeSolveModel.time_discretise.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeSolveModel.time_parameterise.json b/graphs/summary/unit_benchmarks.TimeSolveModel.time_parameterise.json
index ca71a3da0..109ae3041 100644
--- a/graphs/summary/unit_benchmarks.TimeSolveModel.time_parameterise.json
+++ b/graphs/summary/unit_benchmarks.TimeSolveModel.time_parameterise.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/graphs/summary/unit_benchmarks.TimeSolveModel.time_solve.json b/graphs/summary/unit_benchmarks.TimeSolveModel.time_solve.json
index ab858d857..55c8e0d99 100644
--- a/graphs/summary/unit_benchmarks.TimeSolveModel.time_solve.json
+++ b/graphs/summary/unit_benchmarks.TimeSolveModel.time_solve.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/index.json b/index.json
index 78a28083b..c2bc1104c 100644
--- a/index.json
+++ b/index.json
@@ -1 +1 @@
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"16039": 1703168302000, "16087": 1703367274000, "16093": 1703411257000, "16105": 1703538118000, "16112": 1703663277000}, "params": {"machine": ["GitHubRunner"], "python": ["3.8"], "numpy": [""], "casadi": [""], "wget": [""], "cmake": [""], "anytree": [""], "autograd": [""], "scikit-fem": [""], "imageio": [""], "pybtex": [""], "sympy": [""], "bpx": [""], "tqdm": [""], "matplotlib": [""], "env-LD_LIBRARY_PATH": ["/home/runner/.local/lib"], "branch": ["develop"]}, "graph_param_list": [{"machine": "GitHubRunner", "python": "3.8", "numpy": "", "casadi": "", "wget": "", "cmake": "", "anytree": "", "autograd": "", "scikit-fem": "", "imageio": "", "pybtex": "", "sympy": "", "bpx": "", "tqdm": "", "matplotlib": "", "env-LD_LIBRARY_PATH": "/home/runner/.local/lib", "branch": "develop"}], "benchmarks": {"different_model_options.TimeBuildModelLithiumPlating.time_setup_model": {"code": "class TimeBuildModelLithiumPlating:\n    def time_setup_model(self, model, params):\n        build_model(\"OKane2022\", model, \"lithium plating\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelLithiumPlating.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'irreversible'", "'reversible'", "'partially reversible'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "b7715f9cd1f28f249a74a4036dff5452cde2f077c92024efae0ebb5545c3edc0", "warmup_time": -1}, "different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model": {"code": "class TimeBuildModelLossActiveMaterial:\n    def time_setup_model(self, model, params):\n        build_model(\"Ai2020\", model, \"loss of active material\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'stress-driven'", "'reaction-driven'", "'stress and reaction-driven'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "478c22dec000f10359afc36541c1e78f5e93eaaddf53c542d8b86433b7bb0faa", "warmup_time": -1}, "different_model_options.TimeBuildModelParticle.time_setup_model": {"code": "class TimeBuildModelParticle:\n    def time_setup_model(self, model, params):\n        build_model(\"Marquis2019\", model, \"particle\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelParticle.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'Fickian diffusion'", "'uniform profile'", "'quadratic profile'", "'quartic profile'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "7a2b728d79432d8ed22c8c8680ee758da0ceffe378a6235c09e3614caf624ba6", "warmup_time": -1}, "different_model_options.TimeBuildModelSEI.time_setup_model": {"code": "class TimeBuildModelSEI:\n    def time_setup_model(self, model, params):\n        build_model(\"Marquis2019\", model, \"SEI\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelSEI.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'constant'", "'reaction limited'", "'solvent-diffusion limited'", "'electron-migration limited'", "'interstitial-diffusion limited'", "'ec reaction limited'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "72052d17c62d75ef9abff93a57e2fe2b8776f153d13317ba41c9304374cf3241", "warmup_time": -1}, "different_model_options.TimeBuildModelSurfaceForm.time_setup_model": {"code": "class TimeBuildModelSurfaceForm:\n    def time_setup_model(self, model, params):\n        build_model(\"Marquis2019\", model, \"surface form\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelSurfaceForm.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'false'", "'differential'", "'algebraic'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "0ae12c41f1ed5675d959bbc049a400985cf3ede740ee73c11075d7aa10f34e49", "warmup_time": -1}, "different_model_options.TimeBuildModelThermal.time_setup_model": {"code": "class TimeBuildModelThermal:\n    def time_setup_model(self, model, params):\n        build_model(\"Marquis2019\", model, \"thermal\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelThermal.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'isothermal'", "'lumped'", "'x-full'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "a350e87e4e8a8f35aeb9951c78518a60da6177951f7d81d09f3d3088ec055cfd", "warmup_time": -1}, "different_model_options.TimeSolveLithiumPlating.time_solve_model": {"code": "class TimeSolveLithiumPlating:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(\n            self, \"OKane2022\", model, \"lithium plating\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveLithiumPlating.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'irreversible'", "'reversible'", "'partially reversible'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "b1d66b1656476391fd4f4a356b350bff995917103286317dffc403f2b8a90fbe", "warmup_time": -1}, "different_model_options.TimeSolveLossActiveMaterial.time_solve_model": {"code": "class TimeSolveLossActiveMaterial:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(\n            self, \"Ai2020\", model, \"loss of active material\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveLossActiveMaterial.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'stress-driven'", "'reaction-driven'", "'stress and reaction-driven'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "d5e240fe84c4acc6966e4a3c4fd3b541659eb242ea36508a92c57a0ed958ceb7", "warmup_time": -1}, "different_model_options.TimeSolveParticle.time_solve_model": {"code": "class TimeSolveParticle:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(\n            self, \"Marquis2019\", model, \"particle\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveParticle.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'Fickian diffusion'", "'uniform profile'", "'quadratic profile'", "'quartic profile'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "0fb24c2046b35533f49c825e1f5dbc32c30266f30c6ffc64504048df0f6182f7", "warmup_time": -1}, "different_model_options.TimeSolveSEI.time_solve_model": {"code": "class TimeSolveSEI:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(self, \"Marquis2019\", model, \"SEI\", params, solver_class)", "min_run_count": 2, "name": "different_model_options.TimeSolveSEI.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'constant'", "'reaction limited'", "'solvent-diffusion limited'", "'electron-migration limited'", "'interstitial-diffusion limited'", "'ec reaction limited'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "53dd91bc8ea837141f3ff3ec6ae6fc8310b0ebfae08e6bbd8a1f692efb7d2f57", "warmup_time": -1}, "different_model_options.TimeSolveSurfaceForm.time_solve_model": {"code": "class TimeSolveSurfaceForm:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        if (model, params, solver_class) == (\n            pybamm.lithium_ion.SPM,\n            \"differential\",\n            pybamm.IDAKLUSolver,\n        ):\n            raise NotImplementedError\n        SolveModel.solve_setup(\n            self, \"Marquis2019\", model, \"surface form\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveSurfaceForm.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'false'", "'differential'", "'algebraic'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "b025abdf6ccd9f47388fd29f0bfc0fc5490bc48eb9c277ba6172b8064339cd15", "warmup_time": -1}, "different_model_options.TimeSolveThermal.time_solve_model": {"code": "class TimeSolveThermal:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(\n            self, \"Marquis2019\", model, \"thermal\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveThermal.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'isothermal'", "'lumped'", "'x-full'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "b8015ca16fbe5a13c5d7b34926d92538382b9575c674f2ef78d923e8e603f5cb", "warmup_time": -1}, "memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV": {"code": "class MemDFNSimulationCCCV:\n    def mem_setup_DFN_simulationCCCV(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.DFN()\n        exp = pybamm.Experiment(\n            [\n                \"Discharge at C/5 for 10 hours or until 3.3 V\",\n                \"Rest for 1 hour\",\n                \"Charge at 1 A until 4.1 V\",\n                \"Hold at 4.1 V until 10 mA\",\n                \"Rest for 1 hour\",\n            ]\n        )\n        self.sim = pybamm.Simulation(\n            self.model, parameter_values=self.param, experiment=exp\n        )\n        return self.sim\n\n    def setup(self, _params):\n        set_random_seed()", "name": "memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV", "param_names": ["parameter"], "params": [["'Marquis2019'", "'Chen2020'"]], "type": "memory", "unit": "bytes", "version": "51ef613d1be3b3c97e5cff911f9a71ebfec58bb3741293e2b387b6aec0c55d88"}, "memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT": {"code": "class MemDFNSimulationGITT:\n    def mem_setup_DFN_simulationGITT(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        exp = pybamm.Experiment(\n            [(\"Discharge at C/20 for 1 hour\", \"Rest for 1 hour\")] * 20\n        )\n        self.sim = pybamm.Simulation(\n            self.model, parameter_values=self.param, experiment=exp\n        )\n        return self.sim\n\n    def setup(self, _params):\n        set_random_seed()", "name": "memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT", "param_names": ["parameter"], "params": [["'Marquis2019'", "'Chen2020'"]], "type": "memory", "unit": "bytes", "version": "d4b526c693f63c0dca2afa82bc58c24d52b7884ae618e298aff74e44864d84e4"}, "memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV": {"code": "class MemSPMSimulationCCCV:\n    def mem_setup_SPM_simulationCCCV(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        exp = pybamm.Experiment(\n            [\n                \"Discharge at C/5 for 10 hours or until 3.3 V\",\n                \"Rest for 1 hour\",\n                \"Charge at 1 A until 4.1 V\",\n                \"Hold at 4.1 V until 10 mA\",\n                \"Rest for 1 hour\",\n            ]\n        )\n        self.sim = pybamm.Simulation(\n            self.model, parameter_values=self.param, experiment=exp\n        )\n        return self.sim\n\n    def setup(self, _params):\n        set_random_seed()", "name": "memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV", "param_names": ["parameter"], "params": [["'Marquis2019'", "'Chen2020'"]], "type": "memory", "unit": "bytes", "version": "29109fbfa71fad4a6f5d5b2f57bb2c9d364602f218e44f5f537529aae441a717"}, "memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT": {"code": "class MemSPMSimulationGITT:\n    def mem_setup_SPM_simulationGITT(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        exp = pybamm.Experiment(\n            [(\"Discharge at C/20 for 1 hour\", \"Rest for 1 hour\")] * 20\n        )\n        self.sim = pybamm.Simulation(\n            self.model, parameter_values=self.param, experiment=exp\n        )\n        return self.sim\n\n    def setup(self, _params):\n        set_random_seed()", "name": "memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT", "param_names": ["parameter"], "params": [["'Marquis2019'", "'Chen2020'"]], "type": "memory", "unit": "bytes", "version": "c00f20a28b027b21fcddb41e38f4b6414026233b5484c1bc7a1ad2810fc0475f"}, "memory_unit_benchmarks.MemCreateExpression.mem_create_expression": {"code": "class MemCreateExpression:\n    def mem_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n        return self.model\n\n    def setup(self):\n        set_random_seed()", "name": "memory_unit_benchmarks.MemCreateExpression.mem_create_expression", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "3d6830c6c8132d74fbf54e206a2f784c514c86ad079aac662a24cb151775927f"}, "memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression": {"code": "class MemCreateExpression:\n    def mem_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n        return self.model\n\nclass MemDiscretiseModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)", "name": "memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "1e1265e6812795c6b4638a8861b57dc14e9b3e21d54786009ba2f6ea6526eb99"}, "memory_unit_benchmarks.MemDiscretiseModel.mem_discretise": {"code": "class MemDiscretiseModel:\n    def mem_discretise(self):\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        submesh_types = {\"negative particle\": pybamm.Uniform1DSubMesh}\n        var_pts = {self.r: 20}\n        mesh = pybamm.Mesh(self.geometry, submesh_types, var_pts)\n    \n        spatial_methods = {\"negative particle\": pybamm.FiniteVolume()}\n        disc = pybamm.Discretisation(mesh, spatial_methods)\n        disc.process_model(self.model)\n        return disc\n\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)", "name": "memory_unit_benchmarks.MemDiscretiseModel.mem_discretise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "495195cd9a6ece265ad424338ffde8465bff6b401aff98f26bf908c480b58724"}, "memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise": {"code": "class MemParameteriseModel:\n    def mem_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n        return param\n\nclass MemDiscretiseModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)", "name": "memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "3193180de8abb381c009afe51426f5d20e7347c3b9761d1663a98425cce0c663"}, "memory_unit_benchmarks.MemParameteriseModel.mem_create_expression": {"code": "class MemCreateExpression:\n    def mem_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n        return self.model\n\nclass MemParameteriseModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)", "name": "memory_unit_benchmarks.MemParameteriseModel.mem_create_expression", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "862863fcd24f0545f40184ecdebd166445846c611afed20dcf90f68765c3cc0b"}, "memory_unit_benchmarks.MemParameteriseModel.mem_parameterise": {"code": "class MemParameteriseModel:\n    def mem_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n        return param\n\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)", "name": "memory_unit_benchmarks.MemParameteriseModel.mem_parameterise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "edad12bc03295b4e89366fc5cfb1ed396d7bb91d3f3c81c80c58aa1302e875c5"}, "memory_unit_benchmarks.MemSolveModel.mem_create_expression": {"code": "class MemCreateExpression:\n    def mem_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n        return self.model\n\nclass MemSolveModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        MemDiscretiseModel.mem_discretise(self)", "name": "memory_unit_benchmarks.MemSolveModel.mem_create_expression", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "16091c4e58d10d32014c88300ed1dcaf80b55cf5b10e264a66a1ea2b8837581e"}, "memory_unit_benchmarks.MemSolveModel.mem_discretise": {"code": "class MemDiscretiseModel:\n    def mem_discretise(self):\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        submesh_types = {\"negative particle\": pybamm.Uniform1DSubMesh}\n        var_pts = {self.r: 20}\n        mesh = pybamm.Mesh(self.geometry, submesh_types, var_pts)\n    \n        spatial_methods = {\"negative particle\": pybamm.FiniteVolume()}\n        disc = pybamm.Discretisation(mesh, spatial_methods)\n        disc.process_model(self.model)\n        return disc\n\nclass MemSolveModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        MemDiscretiseModel.mem_discretise(self)", "name": "memory_unit_benchmarks.MemSolveModel.mem_discretise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "34cbd7a52ecdcb0e943a83665c930436c4d296729f856ac0c74a38ebe551e0f9"}, "memory_unit_benchmarks.MemSolveModel.mem_parameterise": {"code": "class MemParameteriseModel:\n    def mem_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n        return param\n\nclass MemSolveModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        MemDiscretiseModel.mem_discretise(self)", "name": "memory_unit_benchmarks.MemSolveModel.mem_parameterise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "e4f639e8ddfb46ec7daa72247577a6c466daa157bef63aa013c20264f9da6a73"}, "memory_unit_benchmarks.MemSolveModel.mem_solve": {"code": "class MemSolveModel:\n    def mem_solve(self):\n        solver = pybamm.ScipySolver()\n        t = np.linspace(0, 3600, 600)\n        solver.solve(self.model, t)\n        return solver\n\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        MemDiscretiseModel.mem_discretise(self)", "name": "memory_unit_benchmarks.MemSolveModel.mem_solve", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "a7b39a512b545d84bd7d5f0a6ed4d6901e6dc414da7e50ed43c6afa3abd62f0a"}, "time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN": {"code": "class TimeBuildDFN:\n    def time_setup_DFN(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.DFN()\n        self.param.process_model(self.model)\n        compute_discretisation(self.model, self.param).process_model(self.model)\n\n    def setup(self, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN", "number": 0, "param_names": ["parameter"], "params": [["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "0eee82eaa2ed6557bb7cec497b21c1595f4e2ab7f17c33cf98baa7acc53e6ef7", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation": {"code": "class TimeBuildDFNSimulation:\n    def time_setup_DFN_simulation(self, with_experiment, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.DFN()\n        if with_experiment:\n            exp = pybamm.Experiment(\n                [\n                    \"Discharge at 0.1C until 3.105 V\",\n                ]\n            )\n            pybamm.Simulation(self.model, parameter_values=self.param, experiment=exp)\n        else:\n            pybamm.Simulation(self.model, parameter_values=self.param, C_rate=1)\n\n    def setup(self, _with_experiment, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation", "number": 0, "param_names": ["with experiment", "parameter"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "041d84cc1adf4753d7f9652306ad60d0d6364fcc290e4736429f8e7c3c675a12", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM": {"code": "class TimeBuildSPM:\n    def time_setup_SPM(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        self.param.process_model(self.model)\n        compute_discretisation(self.model, self.param).process_model(self.model)\n\n    def setup(self, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM", "number": 0, "param_names": ["parameter"], "params": [["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "d5778345d68fd67c043a3241f1764d8b6e007490765cb577f15dd6fe38347cad", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation": {"code": "class TimeBuildSPMSimulation:\n    def time_setup_SPM_simulation(self, with_experiment, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        if with_experiment:\n            exp = pybamm.Experiment(\n                [\n                    \"Discharge at 0.1C until 3.105 V\",\n                ]\n            )\n            pybamm.Simulation(self.model, parameter_values=self.param, experiment=exp)\n        else:\n            pybamm.Simulation(self.model, parameter_values=self.param, C_rate=1)\n\n    def setup(self, _with_experiment, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation", "number": 0, "param_names": ["with experiment", "parameter"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "4af04a0ebcb83401d42904cefe3d57346161aa348bdafe191f95ec33fff21cec", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe": {"code": "class TimeBuildSPMe:\n    def time_setup_SPMe(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPMe()\n        self.param.process_model(self.model)\n        compute_discretisation(self.model, self.param).process_model(self.model)\n\n    def setup(self, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe", "number": 0, "param_names": ["parameter"], "params": [["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "970230e78bb53f069b2e13856e844504c8a106f98359e1d7ad09161d6d03c083", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation": {"code": "class TimeBuildSPMeSimulation:\n    def time_setup_SPMe_simulation(self, with_experiment, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPMe()\n        if with_experiment:\n            exp = pybamm.Experiment(\n                [\n                    \"Discharge at 0.1C until 3.105 V\",\n                ]\n            )\n            pybamm.Simulation(self.model, parameter_values=self.param, experiment=exp)\n        else:\n            pybamm.Simulation(self.model, parameter_values=self.param, C_rate=1)\n\n    def setup(self, _with_experiment, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation", "number": 0, "param_names": ["with experiment", "parameter"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "6f76c516f3fa71f22c3c769426712e12bc3c63681def5407f510a3d24fe28ebf", "warmup_time": -1}, "time_sims_experiments.TimeSimulation.time_setup": {"code": "class TimeSimulation:\n    def time_setup(self, experiment, parameters, model_class, solver_class):\n        param = pybamm.ParameterValues(parameters)\n        model = model_class()\n        solver = solver_class()\n        exp = pybamm.Experiment(self.experiment_descriptions[experiment])\n        pybamm.Simulation(model, parameter_values=param, experiment=exp, solver=solver)\n\n    def setup(self, experiment, parameters, model_class, solver_class):\n        set_random_seed()\n        if (experiment, parameters, model_class, solver_class) == (\n            \"GITT\",\n            \"Marquis2019\",\n            pybamm.lithium_ion.DFN,\n            pybamm.CasadiSolver,\n        ):\n            raise NotImplementedError\n        self.param = pybamm.ParameterValues(parameters)\n        self.model = model_class()\n        self.solver = solver_class()\n        self.exp = pybamm.Experiment(self.experiment_descriptions[experiment])\n        self.sim = pybamm.Simulation(\n            self.model,\n            parameter_values=self.param,\n            experiment=self.exp,\n            solver=self.solver,\n        )", "min_run_count": 2, "name": "time_sims_experiments.TimeSimulation.time_setup", "number": 0, "param_names": ["experiment", "parameter", "model_class", "solver_class"], "params": [["'CCCV'", "'GITT'"], ["'Marquis2019'", "'Chen2020'"], ["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "f919a29c04da89b51fb66aa41294744b714b2d640df50debeff76b55023af868", "warmup_time": -1}, "time_sims_experiments.TimeSimulation.time_solve": {"code": "class TimeSimulation:\n    def time_solve(self, _experiment, _parameters, _model_class, _solver_class):\n        self.sim.solve()\n\n    def setup(self, experiment, parameters, model_class, solver_class):\n        set_random_seed()\n        if (experiment, parameters, model_class, solver_class) == (\n            \"GITT\",\n            \"Marquis2019\",\n            pybamm.lithium_ion.DFN,\n            pybamm.CasadiSolver,\n        ):\n            raise NotImplementedError\n        self.param = pybamm.ParameterValues(parameters)\n        self.model = model_class()\n        self.solver = solver_class()\n        self.exp = pybamm.Experiment(self.experiment_descriptions[experiment])\n        self.sim = pybamm.Simulation(\n            self.model,\n            parameter_values=self.param,\n            experiment=self.exp,\n            solver=self.solver,\n        )", "min_run_count": 2, "name": "time_sims_experiments.TimeSimulation.time_solve", "number": 0, "param_names": ["experiment", "parameter", "model_class", "solver_class"], "params": [["'CCCV'", "'GITT'"], ["'Marquis2019'", "'Chen2020'"], ["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "6832512fe2709d359717d531b49d57f9b07241e3af646c02a9865a7e7b4c96ac", "warmup_time": -1}, "time_solve_models.TimeSolveDFN.time_solve_model": {"code": "class TimeSolveDFN:\n    def time_solve_model(self, _solve_first, _parameters, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, solve_first, parameters, solver_class):\n        set_random_seed()\n        if (parameters, solver_class) == (\n            \"ORegan2022\",\n            pybamm.CasadiSolver,\n        ):\n            raise NotImplementedError\n        self.solver = solver_class()\n        self.model = pybamm.lithium_ion.DFN()\n        c_rate = 1\n        tmax = 4000 / c_rate\n        nb_points = 500\n        self.t_eval = np.linspace(0, tmax, nb_points)\n        geometry = self.model.default_geometry\n    \n        # load parameter values and process model and geometry\n        param = pybamm.ParameterValues(parameters)\n        param.process_model(self.model)\n        param.process_geometry(geometry)\n    \n        # set mesh\n        var_pts = {\n            \"x_n\": 20,\n            \"x_s\": 20,\n            \"x_p\": 20,\n            \"r_n\": 30,\n            \"r_p\": 30,\n            \"y\": 10,\n            \"z\": 10,\n        }\n        mesh = pybamm.Mesh(geometry, self.model.default_submesh_types, var_pts)\n    \n        # discretise model\n        disc = pybamm.Discretisation(mesh, self.model.default_spatial_methods)\n        disc.process_model(self.model)\n        if solve_first:\n            solve_model_once(self.model, self.solver, self.t_eval)", "min_run_count": 2, "name": "time_solve_models.TimeSolveDFN.time_solve_model", "number": 0, "param_names": ["solve first", "parameter", "solver_class"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Chen2020'", "'Ecker2015'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "f6d7b52e57b2a72e7ebdf55b8998c7f7e4ee88848570e445a0f7bd967d6d14be", "warmup_time": -1}, "time_solve_models.TimeSolveSPM.time_solve_model": {"code": "class TimeSolveSPM:\n    def time_solve_model(self, _solve_first, _parameters, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, solve_first, parameters, solver_class):\n        set_random_seed()\n        self.solver = solver_class()\n        self.model = pybamm.lithium_ion.SPM()\n        c_rate = 1\n        tmax = 4000 / c_rate\n        nb_points = 500\n        self.t_eval = np.linspace(0, tmax, nb_points)\n        geometry = self.model.default_geometry\n    \n        # load parameter values and process model and geometry\n        param = pybamm.ParameterValues(parameters)\n        param.process_model(self.model)\n        param.process_geometry(geometry)\n    \n        # set mesh\n        var_pts = {\n            \"x_n\": 20,\n            \"x_s\": 20,\n            \"x_p\": 20,\n            \"r_n\": 30,\n            \"r_p\": 30,\n            \"y\": 10,\n            \"z\": 10,\n        }\n        mesh = pybamm.Mesh(geometry, self.model.default_submesh_types, var_pts)\n    \n        # discretise model\n        disc = pybamm.Discretisation(mesh, self.model.default_spatial_methods)\n        disc.process_model(self.model)\n        if solve_first:\n            solve_model_once(self.model, self.solver, self.t_eval)", "min_run_count": 2, "name": "time_solve_models.TimeSolveSPM.time_solve_model", "number": 0, "param_names": ["solve first", "parameter", "solver_class"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ramadass2004'", "'Chen2020'", "'Ecker2015'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "f329b803e6760b144e33d59c3d34fa3d75fa6c26427168501d81c48156c62175", "warmup_time": -1}, "time_solve_models.TimeSolveSPMe.time_solve_model": {"code": "class TimeSolveSPMe:\n    def time_solve_model(self, _solve_first, _parameters, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, solve_first, parameters, solver_class):\n        set_random_seed()\n        self.solver = solver_class()\n        self.model = pybamm.lithium_ion.SPMe()\n        c_rate = 1\n        tmax = 4000 / c_rate\n        nb_points = 500\n        self.t_eval = np.linspace(0, tmax, nb_points)\n        geometry = self.model.default_geometry\n    \n        # load parameter values and process model and geometry\n        param = pybamm.ParameterValues(parameters)\n        param.process_model(self.model)\n        param.process_geometry(geometry)\n    \n        # set mesh\n        var_pts = {\n            \"x_n\": 20,\n            \"x_s\": 20,\n            \"x_p\": 20,\n            \"r_n\": 30,\n            \"r_p\": 30,\n            \"y\": 10,\n            \"z\": 10,\n        }\n        mesh = pybamm.Mesh(geometry, self.model.default_submesh_types, var_pts)\n    \n        # discretise model\n        disc = pybamm.Discretisation(mesh, self.model.default_spatial_methods)\n        disc.process_model(self.model)\n        if solve_first:\n            solve_model_once(self.model, self.solver, self.t_eval)", "min_run_count": 2, "name": "time_solve_models.TimeSolveSPMe.time_solve_model", "number": 0, "param_names": ["solve first", "parameter", "solver_class"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ramadass2004'", "'Chen2020'", "'Ecker2015'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "26110b628fab649e6153a529860b3104b379d3f288ca020d4321f489c8a38955", "warmup_time": -1}, "unit_benchmarks.TimeCreateExpression.time_create_expression": {"code": "class TimeCreateExpression:\n    def time_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n\n    def setup(self):\n        set_random_seed()", "min_run_count": 2, "name": "unit_benchmarks.TimeCreateExpression.time_create_expression", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "79567e8fc10e82bb7efc93e89a5fa48101c5f63b2bcf09f9affa1daeaa660a7a", "warmup_time": -1}, "unit_benchmarks.TimeDiscretiseModel.time_create_expression": {"code": "class TimeCreateExpression:\n    def time_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n\nclass TimeDiscretiseModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeDiscretiseModel.time_create_expression", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "53f64bb63b703ce09229d62a777fa5f21abf561c70430ff978cd6fce8363f76c", "warmup_time": -1}, "unit_benchmarks.TimeDiscretiseModel.time_discretise": {"code": "class TimeDiscretiseModel:\n    def time_discretise(self):\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        submesh_types = {\"negative particle\": pybamm.Uniform1DSubMesh}\n        var_pts = {self.r: 20}\n        mesh = pybamm.Mesh(self.geometry, submesh_types, var_pts)\n    \n        spatial_methods = {\"negative particle\": pybamm.FiniteVolume()}\n        disc = pybamm.Discretisation(mesh, spatial_methods)\n        disc.process_model(self.model)\n\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeDiscretiseModel.time_discretise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "82d1028bb6552573a282aead5ecf23b4c233624a98d553f417f9b632904cf779", "warmup_time": -1}, "unit_benchmarks.TimeDiscretiseModel.time_parameterise": {"code": "class TimeParameteriseModel:\n    def time_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n\nclass TimeDiscretiseModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeDiscretiseModel.time_parameterise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "ef8b306be418ea6cffb6df7d95c34e6e4c058556b81285cfe00a85a746364e11", "warmup_time": -1}, "unit_benchmarks.TimeParameteriseModel.time_create_expression": {"code": "class TimeCreateExpression:\n    def time_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n\nclass TimeParameteriseModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeParameteriseModel.time_create_expression", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "c9c6590d7ea983ffd2ec4a0beb7198254c9872b5d79fafe982b5575dcbf533ea", "warmup_time": -1}, "unit_benchmarks.TimeParameteriseModel.time_parameterise": {"code": "class TimeParameteriseModel:\n    def time_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeParameteriseModel.time_parameterise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "2db8360d2edcfa78dd7840bfc00d24c0e9649c847253c89fe402671c262b1338", "warmup_time": -1}, "unit_benchmarks.TimeSolveModel.time_create_expression": {"code": "class TimeCreateExpression:\n    def time_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n\nclass TimeSolveModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        TimeDiscretiseModel.time_discretise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeSolveModel.time_create_expression", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "7d5ffee2c28dcaa231b44408496fce54271121737b80dc5a7498beb92ab2b159", "warmup_time": -1}, "unit_benchmarks.TimeSolveModel.time_discretise": {"code": "class TimeDiscretiseModel:\n    def time_discretise(self):\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        submesh_types = {\"negative particle\": pybamm.Uniform1DSubMesh}\n        var_pts = {self.r: 20}\n        mesh = pybamm.Mesh(self.geometry, submesh_types, var_pts)\n    \n        spatial_methods = {\"negative particle\": pybamm.FiniteVolume()}\n        disc = pybamm.Discretisation(mesh, spatial_methods)\n        disc.process_model(self.model)\n\nclass TimeSolveModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        TimeDiscretiseModel.time_discretise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeSolveModel.time_discretise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "a4e41d181f7a8ac4c6c873e0aafa291f45deb155ad92dc625301917565fe6bdc", "warmup_time": -1}, "unit_benchmarks.TimeSolveModel.time_parameterise": {"code": "class TimeParameteriseModel:\n    def time_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n\nclass TimeSolveModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        TimeDiscretiseModel.time_discretise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeSolveModel.time_parameterise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "14eb896be95381d740fa3f69396eb480514a09da23f2525bce6c81124247ca72", "warmup_time": -1}, "unit_benchmarks.TimeSolveModel.time_solve": {"code": "class TimeSolveModel:\n    def time_solve(self):\n        solver = pybamm.ScipySolver()\n        t = np.linspace(0, 3600, 600)\n        solver.solve(self.model, t)\n\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        TimeDiscretiseModel.time_discretise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeSolveModel.time_solve", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "3b060ae2823c304802df15803cd5d845699526f2b740e5e252d5890f61967a01", "warmup_time": -1}}, "machines": {"GitHubRunner": {"machine": "GitHubRunner", "version": 1}}, "tags": {"v0.1.0": 3608, "v0.2.0": 4954, "v0.2.1": 5277, "v0.2.2": 5978, "v0.2.3": 6424, "v0.2.4": 6787, "v0.3.0": 7341, "v0.3.0-beta": 7278, "v0.4.0": 8395, "v21.08": 9197, "v21.10": 9483, "v21.11": 9854, "v21.12": 10003, "v21.9": 9369, "v22.1": 10215, "v22.10": 11905, "v22.11": 12283, "v22.11.1": 12414, "v22.12": 12480, "v22.2": 10275, "v22.3": 10402, "v22.4": 10494, "v22.5": 10655, "v22.6": 10796, "v22.7": 11123, "v22.8": 11339, "v22.9": 11581, "v23.1": 12629, "v23.2": 12912, "v23.3": 13248, "v23.4": 13398, "v23.4.1": 13410, "v23.5": 13988, "v23.5rc0": 13809, "v23.9": 15673, "v23.9rc0": 15366, "v23.9rc1": 15618}, "pages": [["", "Grid view", "Display as a agrid"], ["summarylist", "List view", "Display as a list"], ["regressions", "Show regressions", "Display information about recent regressions"]]}
\ No newline at end of file
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build_model(\"OKane2022\", model, \"lithium plating\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelLithiumPlating.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'irreversible'", "'reversible'", "'partially reversible'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "b7715f9cd1f28f249a74a4036dff5452cde2f077c92024efae0ebb5545c3edc0", "warmup_time": -1}, "different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model": {"code": "class TimeBuildModelLossActiveMaterial:\n    def time_setup_model(self, model, params):\n        build_model(\"Ai2020\", model, \"loss of active material\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelLossActiveMaterial.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'stress-driven'", "'reaction-driven'", "'stress and reaction-driven'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "478c22dec000f10359afc36541c1e78f5e93eaaddf53c542d8b86433b7bb0faa", "warmup_time": -1}, "different_model_options.TimeBuildModelParticle.time_setup_model": {"code": "class TimeBuildModelParticle:\n    def time_setup_model(self, model, params):\n        build_model(\"Marquis2019\", model, \"particle\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelParticle.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'Fickian diffusion'", "'uniform profile'", "'quadratic profile'", "'quartic profile'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "7a2b728d79432d8ed22c8c8680ee758da0ceffe378a6235c09e3614caf624ba6", "warmup_time": -1}, "different_model_options.TimeBuildModelSEI.time_setup_model": {"code": "class TimeBuildModelSEI:\n    def time_setup_model(self, model, params):\n        build_model(\"Marquis2019\", model, \"SEI\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelSEI.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'constant'", "'reaction limited'", "'solvent-diffusion limited'", "'electron-migration limited'", "'interstitial-diffusion limited'", "'ec reaction limited'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "72052d17c62d75ef9abff93a57e2fe2b8776f153d13317ba41c9304374cf3241", "warmup_time": -1}, "different_model_options.TimeBuildModelSurfaceForm.time_setup_model": {"code": "class TimeBuildModelSurfaceForm:\n    def time_setup_model(self, model, params):\n        build_model(\"Marquis2019\", model, \"surface form\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelSurfaceForm.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'false'", "'differential'", "'algebraic'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "0ae12c41f1ed5675d959bbc049a400985cf3ede740ee73c11075d7aa10f34e49", "warmup_time": -1}, "different_model_options.TimeBuildModelThermal.time_setup_model": {"code": "class TimeBuildModelThermal:\n    def time_setup_model(self, model, params):\n        build_model(\"Marquis2019\", model, \"thermal\", params)\n\n    def setup(self, _model, _params):\n        set_random_seed()", "min_run_count": 2, "name": "different_model_options.TimeBuildModelThermal.time_setup_model", "number": 0, "param_names": ["model", "model option"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'isothermal'", "'lumped'", "'x-full'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "a350e87e4e8a8f35aeb9951c78518a60da6177951f7d81d09f3d3088ec055cfd", "warmup_time": -1}, "different_model_options.TimeSolveLithiumPlating.time_solve_model": {"code": "class TimeSolveLithiumPlating:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(\n            self, \"OKane2022\", model, \"lithium plating\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveLithiumPlating.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'irreversible'", "'reversible'", "'partially reversible'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "b1d66b1656476391fd4f4a356b350bff995917103286317dffc403f2b8a90fbe", "warmup_time": -1}, "different_model_options.TimeSolveLossActiveMaterial.time_solve_model": {"code": "class TimeSolveLossActiveMaterial:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(\n            self, \"Ai2020\", model, \"loss of active material\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveLossActiveMaterial.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'stress-driven'", "'reaction-driven'", "'stress and reaction-driven'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "d5e240fe84c4acc6966e4a3c4fd3b541659eb242ea36508a92c57a0ed958ceb7", "warmup_time": -1}, "different_model_options.TimeSolveParticle.time_solve_model": {"code": "class TimeSolveParticle:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(\n            self, \"Marquis2019\", model, \"particle\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveParticle.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'Fickian diffusion'", "'uniform profile'", "'quadratic profile'", "'quartic profile'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "0fb24c2046b35533f49c825e1f5dbc32c30266f30c6ffc64504048df0f6182f7", "warmup_time": -1}, "different_model_options.TimeSolveSEI.time_solve_model": {"code": "class TimeSolveSEI:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(self, \"Marquis2019\", model, \"SEI\", params, solver_class)", "min_run_count": 2, "name": "different_model_options.TimeSolveSEI.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'none'", "'constant'", "'reaction limited'", "'solvent-diffusion limited'", "'electron-migration limited'", "'interstitial-diffusion limited'", "'ec reaction limited'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "53dd91bc8ea837141f3ff3ec6ae6fc8310b0ebfae08e6bbd8a1f692efb7d2f57", "warmup_time": -1}, "different_model_options.TimeSolveSurfaceForm.time_solve_model": {"code": "class TimeSolveSurfaceForm:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        if (model, params, solver_class) == (\n            pybamm.lithium_ion.SPM,\n            \"differential\",\n            pybamm.IDAKLUSolver,\n        ):\n            raise NotImplementedError\n        SolveModel.solve_setup(\n            self, \"Marquis2019\", model, \"surface form\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveSurfaceForm.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'false'", "'differential'", "'algebraic'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "b025abdf6ccd9f47388fd29f0bfc0fc5490bc48eb9c277ba6172b8064339cd15", "warmup_time": -1}, "different_model_options.TimeSolveThermal.time_solve_model": {"code": "class TimeSolveThermal:\n    def time_solve_model(self, _model, _params, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, model, params, solver_class):\n        set_random_seed()\n        SolveModel.solve_setup(\n            self, \"Marquis2019\", model, \"thermal\", params, solver_class\n        )", "min_run_count": 2, "name": "different_model_options.TimeSolveThermal.time_solve_model", "number": 0, "param_names": ["model", "model option", "solver class"], "params": [["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["'isothermal'", "'lumped'", "'x-full'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "b8015ca16fbe5a13c5d7b34926d92538382b9575c674f2ef78d923e8e603f5cb", "warmup_time": -1}, "memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV": {"code": "class MemDFNSimulationCCCV:\n    def mem_setup_DFN_simulationCCCV(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.DFN()\n        exp = pybamm.Experiment(\n            [\n                \"Discharge at C/5 for 10 hours or until 3.3 V\",\n                \"Rest for 1 hour\",\n                \"Charge at 1 A until 4.1 V\",\n                \"Hold at 4.1 V until 10 mA\",\n                \"Rest for 1 hour\",\n            ]\n        )\n        self.sim = pybamm.Simulation(\n            self.model, parameter_values=self.param, experiment=exp\n        )\n        return self.sim\n\n    def setup(self, _params):\n        set_random_seed()", "name": "memory_sims.MemDFNSimulationCCCV.mem_setup_DFN_simulationCCCV", "param_names": ["parameter"], "params": [["'Marquis2019'", "'Chen2020'"]], "type": "memory", "unit": "bytes", "version": "51ef613d1be3b3c97e5cff911f9a71ebfec58bb3741293e2b387b6aec0c55d88"}, "memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT": {"code": "class MemDFNSimulationGITT:\n    def mem_setup_DFN_simulationGITT(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        exp = pybamm.Experiment(\n            [(\"Discharge at C/20 for 1 hour\", \"Rest for 1 hour\")] * 20\n        )\n        self.sim = pybamm.Simulation(\n            self.model, parameter_values=self.param, experiment=exp\n        )\n        return self.sim\n\n    def setup(self, _params):\n        set_random_seed()", "name": "memory_sims.MemDFNSimulationGITT.mem_setup_DFN_simulationGITT", "param_names": ["parameter"], "params": [["'Marquis2019'", "'Chen2020'"]], "type": "memory", "unit": "bytes", "version": "d4b526c693f63c0dca2afa82bc58c24d52b7884ae618e298aff74e44864d84e4"}, "memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV": {"code": "class MemSPMSimulationCCCV:\n    def mem_setup_SPM_simulationCCCV(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        exp = pybamm.Experiment(\n            [\n                \"Discharge at C/5 for 10 hours or until 3.3 V\",\n                \"Rest for 1 hour\",\n                \"Charge at 1 A until 4.1 V\",\n                \"Hold at 4.1 V until 10 mA\",\n                \"Rest for 1 hour\",\n            ]\n        )\n        self.sim = pybamm.Simulation(\n            self.model, parameter_values=self.param, experiment=exp\n        )\n        return self.sim\n\n    def setup(self, _params):\n        set_random_seed()", "name": "memory_sims.MemSPMSimulationCCCV.mem_setup_SPM_simulationCCCV", "param_names": ["parameter"], "params": [["'Marquis2019'", "'Chen2020'"]], "type": "memory", "unit": "bytes", "version": "29109fbfa71fad4a6f5d5b2f57bb2c9d364602f218e44f5f537529aae441a717"}, "memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT": {"code": "class MemSPMSimulationGITT:\n    def mem_setup_SPM_simulationGITT(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        exp = pybamm.Experiment(\n            [(\"Discharge at C/20 for 1 hour\", \"Rest for 1 hour\")] * 20\n        )\n        self.sim = pybamm.Simulation(\n            self.model, parameter_values=self.param, experiment=exp\n        )\n        return self.sim\n\n    def setup(self, _params):\n        set_random_seed()", "name": "memory_sims.MemSPMSimulationGITT.mem_setup_SPM_simulationGITT", "param_names": ["parameter"], "params": [["'Marquis2019'", "'Chen2020'"]], "type": "memory", "unit": "bytes", "version": "c00f20a28b027b21fcddb41e38f4b6414026233b5484c1bc7a1ad2810fc0475f"}, "memory_unit_benchmarks.MemCreateExpression.mem_create_expression": {"code": "class MemCreateExpression:\n    def mem_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n        return self.model\n\n    def setup(self):\n        set_random_seed()", "name": "memory_unit_benchmarks.MemCreateExpression.mem_create_expression", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "3d6830c6c8132d74fbf54e206a2f784c514c86ad079aac662a24cb151775927f"}, "memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression": {"code": "class MemCreateExpression:\n    def mem_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n        return self.model\n\nclass MemDiscretiseModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)", "name": "memory_unit_benchmarks.MemDiscretiseModel.mem_create_expression", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "1e1265e6812795c6b4638a8861b57dc14e9b3e21d54786009ba2f6ea6526eb99"}, "memory_unit_benchmarks.MemDiscretiseModel.mem_discretise": {"code": "class MemDiscretiseModel:\n    def mem_discretise(self):\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        submesh_types = {\"negative particle\": pybamm.Uniform1DSubMesh}\n        var_pts = {self.r: 20}\n        mesh = pybamm.Mesh(self.geometry, submesh_types, var_pts)\n    \n        spatial_methods = {\"negative particle\": pybamm.FiniteVolume()}\n        disc = pybamm.Discretisation(mesh, spatial_methods)\n        disc.process_model(self.model)\n        return disc\n\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)", "name": "memory_unit_benchmarks.MemDiscretiseModel.mem_discretise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "495195cd9a6ece265ad424338ffde8465bff6b401aff98f26bf908c480b58724"}, "memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise": {"code": "class MemParameteriseModel:\n    def mem_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n        return param\n\nclass MemDiscretiseModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)", "name": "memory_unit_benchmarks.MemDiscretiseModel.mem_parameterise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "3193180de8abb381c009afe51426f5d20e7347c3b9761d1663a98425cce0c663"}, "memory_unit_benchmarks.MemParameteriseModel.mem_create_expression": {"code": "class MemCreateExpression:\n    def mem_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n        return self.model\n\nclass MemParameteriseModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)", "name": "memory_unit_benchmarks.MemParameteriseModel.mem_create_expression", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "862863fcd24f0545f40184ecdebd166445846c611afed20dcf90f68765c3cc0b"}, "memory_unit_benchmarks.MemParameteriseModel.mem_parameterise": {"code": "class MemParameteriseModel:\n    def mem_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n        return param\n\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)", "name": "memory_unit_benchmarks.MemParameteriseModel.mem_parameterise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "edad12bc03295b4e89366fc5cfb1ed396d7bb91d3f3c81c80c58aa1302e875c5"}, "memory_unit_benchmarks.MemSolveModel.mem_create_expression": {"code": "class MemCreateExpression:\n    def mem_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n        return self.model\n\nclass MemSolveModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        MemDiscretiseModel.mem_discretise(self)", "name": "memory_unit_benchmarks.MemSolveModel.mem_create_expression", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "16091c4e58d10d32014c88300ed1dcaf80b55cf5b10e264a66a1ea2b8837581e"}, "memory_unit_benchmarks.MemSolveModel.mem_discretise": {"code": "class MemDiscretiseModel:\n    def mem_discretise(self):\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        submesh_types = {\"negative particle\": pybamm.Uniform1DSubMesh}\n        var_pts = {self.r: 20}\n        mesh = pybamm.Mesh(self.geometry, submesh_types, var_pts)\n    \n        spatial_methods = {\"negative particle\": pybamm.FiniteVolume()}\n        disc = pybamm.Discretisation(mesh, spatial_methods)\n        disc.process_model(self.model)\n        return disc\n\nclass MemSolveModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        MemDiscretiseModel.mem_discretise(self)", "name": "memory_unit_benchmarks.MemSolveModel.mem_discretise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "34cbd7a52ecdcb0e943a83665c930436c4d296729f856ac0c74a38ebe551e0f9"}, "memory_unit_benchmarks.MemSolveModel.mem_parameterise": {"code": "class MemParameteriseModel:\n    def mem_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n        return param\n\nclass MemSolveModel:\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        MemDiscretiseModel.mem_discretise(self)", "name": "memory_unit_benchmarks.MemSolveModel.mem_parameterise", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "e4f639e8ddfb46ec7daa72247577a6c466daa157bef63aa013c20264f9da6a73"}, "memory_unit_benchmarks.MemSolveModel.mem_solve": {"code": "class MemSolveModel:\n    def mem_solve(self):\n        solver = pybamm.ScipySolver()\n        t = np.linspace(0, 3600, 600)\n        solver.solve(self.model, t)\n        return solver\n\n    def setup(self):\n        set_random_seed()\n        MemCreateExpression.mem_create_expression(self)\n        MemParameteriseModel.mem_parameterise(self)\n        MemDiscretiseModel.mem_discretise(self)", "name": "memory_unit_benchmarks.MemSolveModel.mem_solve", "param_names": [], "params": [], "type": "memory", "unit": "bytes", "version": "a7b39a512b545d84bd7d5f0a6ed4d6901e6dc414da7e50ed43c6afa3abd62f0a"}, "time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN": {"code": "class TimeBuildDFN:\n    def time_setup_DFN(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.DFN()\n        self.param.process_model(self.model)\n        compute_discretisation(self.model, self.param).process_model(self.model)\n\n    def setup(self, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildDFN.time_setup_DFN", "number": 0, "param_names": ["parameter"], "params": [["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "0eee82eaa2ed6557bb7cec497b21c1595f4e2ab7f17c33cf98baa7acc53e6ef7", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation": {"code": "class TimeBuildDFNSimulation:\n    def time_setup_DFN_simulation(self, with_experiment, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.DFN()\n        if with_experiment:\n            exp = pybamm.Experiment(\n                [\n                    \"Discharge at 0.1C until 3.105 V\",\n                ]\n            )\n            pybamm.Simulation(self.model, parameter_values=self.param, experiment=exp)\n        else:\n            pybamm.Simulation(self.model, parameter_values=self.param, C_rate=1)\n\n    def setup(self, _with_experiment, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildDFNSimulation.time_setup_DFN_simulation", "number": 0, "param_names": ["with experiment", "parameter"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "041d84cc1adf4753d7f9652306ad60d0d6364fcc290e4736429f8e7c3c675a12", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM": {"code": "class TimeBuildSPM:\n    def time_setup_SPM(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        self.param.process_model(self.model)\n        compute_discretisation(self.model, self.param).process_model(self.model)\n\n    def setup(self, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildSPM.time_setup_SPM", "number": 0, "param_names": ["parameter"], "params": [["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "d5778345d68fd67c043a3241f1764d8b6e007490765cb577f15dd6fe38347cad", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation": {"code": "class TimeBuildSPMSimulation:\n    def time_setup_SPM_simulation(self, with_experiment, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPM()\n        if with_experiment:\n            exp = pybamm.Experiment(\n                [\n                    \"Discharge at 0.1C until 3.105 V\",\n                ]\n            )\n            pybamm.Simulation(self.model, parameter_values=self.param, experiment=exp)\n        else:\n            pybamm.Simulation(self.model, parameter_values=self.param, C_rate=1)\n\n    def setup(self, _with_experiment, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildSPMSimulation.time_setup_SPM_simulation", "number": 0, "param_names": ["with experiment", "parameter"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "4af04a0ebcb83401d42904cefe3d57346161aa348bdafe191f95ec33fff21cec", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe": {"code": "class TimeBuildSPMe:\n    def time_setup_SPMe(self, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPMe()\n        self.param.process_model(self.model)\n        compute_discretisation(self.model, self.param).process_model(self.model)\n\n    def setup(self, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildSPMe.time_setup_SPMe", "number": 0, "param_names": ["parameter"], "params": [["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "970230e78bb53f069b2e13856e844504c8a106f98359e1d7ad09161d6d03c083", "warmup_time": -1}, "time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation": {"code": "class TimeBuildSPMeSimulation:\n    def time_setup_SPMe_simulation(self, with_experiment, params):\n        self.param = pybamm.ParameterValues(params)\n        self.model = pybamm.lithium_ion.SPMe()\n        if with_experiment:\n            exp = pybamm.Experiment(\n                [\n                    \"Discharge at 0.1C until 3.105 V\",\n                ]\n            )\n            pybamm.Simulation(self.model, parameter_values=self.param, experiment=exp)\n        else:\n            pybamm.Simulation(self.model, parameter_values=self.param, C_rate=1)\n\n    def setup(self, _with_experiment, _params):\n        set_random_seed()", "min_run_count": 2, "name": "time_setup_models_and_sims.TimeBuildSPMeSimulation.time_setup_SPMe_simulation", "number": 0, "param_names": ["with experiment", "parameter"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Mohtat2020'", "'Chen2020'", "'OKane2022'", "'Ecker2015'"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "6f76c516f3fa71f22c3c769426712e12bc3c63681def5407f510a3d24fe28ebf", "warmup_time": -1}, "time_sims_experiments.TimeSimulation.time_setup": {"code": "class TimeSimulation:\n    def time_setup(self, experiment, parameters, model_class, solver_class):\n        param = pybamm.ParameterValues(parameters)\n        model = model_class()\n        solver = solver_class()\n        exp = pybamm.Experiment(self.experiment_descriptions[experiment])\n        pybamm.Simulation(model, parameter_values=param, experiment=exp, solver=solver)\n\n    def setup(self, experiment, parameters, model_class, solver_class):\n        set_random_seed()\n        if (experiment, parameters, model_class, solver_class) == (\n            \"GITT\",\n            \"Marquis2019\",\n            pybamm.lithium_ion.DFN,\n            pybamm.CasadiSolver,\n        ):\n            raise NotImplementedError\n        self.param = pybamm.ParameterValues(parameters)\n        self.model = model_class()\n        self.solver = solver_class()\n        self.exp = pybamm.Experiment(self.experiment_descriptions[experiment])\n        self.sim = pybamm.Simulation(\n            self.model,\n            parameter_values=self.param,\n            experiment=self.exp,\n            solver=self.solver,\n        )", "min_run_count": 2, "name": "time_sims_experiments.TimeSimulation.time_setup", "number": 0, "param_names": ["experiment", "parameter", "model_class", "solver_class"], "params": [["'CCCV'", "'GITT'"], ["'Marquis2019'", "'Chen2020'"], ["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "f919a29c04da89b51fb66aa41294744b714b2d640df50debeff76b55023af868", "warmup_time": -1}, "time_sims_experiments.TimeSimulation.time_solve": {"code": "class TimeSimulation:\n    def time_solve(self, _experiment, _parameters, _model_class, _solver_class):\n        self.sim.solve()\n\n    def setup(self, experiment, parameters, model_class, solver_class):\n        set_random_seed()\n        if (experiment, parameters, model_class, solver_class) == (\n            \"GITT\",\n            \"Marquis2019\",\n            pybamm.lithium_ion.DFN,\n            pybamm.CasadiSolver,\n        ):\n            raise NotImplementedError\n        self.param = pybamm.ParameterValues(parameters)\n        self.model = model_class()\n        self.solver = solver_class()\n        self.exp = pybamm.Experiment(self.experiment_descriptions[experiment])\n        self.sim = pybamm.Simulation(\n            self.model,\n            parameter_values=self.param,\n            experiment=self.exp,\n            solver=self.solver,\n        )", "min_run_count": 2, "name": "time_sims_experiments.TimeSimulation.time_solve", "number": 0, "param_names": ["experiment", "parameter", "model_class", "solver_class"], "params": [["'CCCV'", "'GITT'"], ["'Marquis2019'", "'Chen2020'"], ["<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>", "<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "6832512fe2709d359717d531b49d57f9b07241e3af646c02a9865a7e7b4c96ac", "warmup_time": -1}, "time_solve_models.TimeSolveDFN.time_solve_model": {"code": "class TimeSolveDFN:\n    def time_solve_model(self, _solve_first, _parameters, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, solve_first, parameters, solver_class):\n        set_random_seed()\n        if (parameters, solver_class) == (\n            \"ORegan2022\",\n            pybamm.CasadiSolver,\n        ):\n            raise NotImplementedError\n        self.solver = solver_class()\n        self.model = pybamm.lithium_ion.DFN()\n        c_rate = 1\n        tmax = 4000 / c_rate\n        nb_points = 500\n        self.t_eval = np.linspace(0, tmax, nb_points)\n        geometry = self.model.default_geometry\n    \n        # load parameter values and process model and geometry\n        param = pybamm.ParameterValues(parameters)\n        param.process_model(self.model)\n        param.process_geometry(geometry)\n    \n        # set mesh\n        var_pts = {\n            \"x_n\": 20,\n            \"x_s\": 20,\n            \"x_p\": 20,\n            \"r_n\": 30,\n            \"r_p\": 30,\n            \"y\": 10,\n            \"z\": 10,\n        }\n        mesh = pybamm.Mesh(geometry, self.model.default_submesh_types, var_pts)\n    \n        # discretise model\n        disc = pybamm.Discretisation(mesh, self.model.default_spatial_methods)\n        disc.process_model(self.model)\n        if solve_first:\n            solve_model_once(self.model, self.solver, self.t_eval)", "min_run_count": 2, "name": "time_solve_models.TimeSolveDFN.time_solve_model", "number": 0, "param_names": ["solve first", "parameter", "solver_class"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'Prada2013'", "'Ai2020'", "'Ramadass2004'", "'Chen2020'", "'Ecker2015'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "f6d7b52e57b2a72e7ebdf55b8998c7f7e4ee88848570e445a0f7bd967d6d14be", "warmup_time": -1}, "time_solve_models.TimeSolveSPM.time_solve_model": {"code": "class TimeSolveSPM:\n    def time_solve_model(self, _solve_first, _parameters, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, solve_first, parameters, solver_class):\n        set_random_seed()\n        self.solver = solver_class()\n        self.model = pybamm.lithium_ion.SPM()\n        c_rate = 1\n        tmax = 4000 / c_rate\n        nb_points = 500\n        self.t_eval = np.linspace(0, tmax, nb_points)\n        geometry = self.model.default_geometry\n    \n        # load parameter values and process model and geometry\n        param = pybamm.ParameterValues(parameters)\n        param.process_model(self.model)\n        param.process_geometry(geometry)\n    \n        # set mesh\n        var_pts = {\n            \"x_n\": 20,\n            \"x_s\": 20,\n            \"x_p\": 20,\n            \"r_n\": 30,\n            \"r_p\": 30,\n            \"y\": 10,\n            \"z\": 10,\n        }\n        mesh = pybamm.Mesh(geometry, self.model.default_submesh_types, var_pts)\n    \n        # discretise model\n        disc = pybamm.Discretisation(mesh, self.model.default_spatial_methods)\n        disc.process_model(self.model)\n        if solve_first:\n            solve_model_once(self.model, self.solver, self.t_eval)", "min_run_count": 2, "name": "time_solve_models.TimeSolveSPM.time_solve_model", "number": 0, "param_names": ["solve first", "parameter", "solver_class"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ramadass2004'", "'Chen2020'", "'Ecker2015'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "f329b803e6760b144e33d59c3d34fa3d75fa6c26427168501d81c48156c62175", "warmup_time": -1}, "time_solve_models.TimeSolveSPMe.time_solve_model": {"code": "class TimeSolveSPMe:\n    def time_solve_model(self, _solve_first, _parameters, _solver_class):\n        self.solver.solve(self.model, t_eval=self.t_eval)\n\n    def setup(self, solve_first, parameters, solver_class):\n        set_random_seed()\n        self.solver = solver_class()\n        self.model = pybamm.lithium_ion.SPMe()\n        c_rate = 1\n        tmax = 4000 / c_rate\n        nb_points = 500\n        self.t_eval = np.linspace(0, tmax, nb_points)\n        geometry = self.model.default_geometry\n    \n        # load parameter values and process model and geometry\n        param = pybamm.ParameterValues(parameters)\n        param.process_model(self.model)\n        param.process_geometry(geometry)\n    \n        # set mesh\n        var_pts = {\n            \"x_n\": 20,\n            \"x_s\": 20,\n            \"x_p\": 20,\n            \"r_n\": 30,\n            \"r_p\": 30,\n            \"y\": 10,\n            \"z\": 10,\n        }\n        mesh = pybamm.Mesh(geometry, self.model.default_submesh_types, var_pts)\n    \n        # discretise model\n        disc = pybamm.Discretisation(mesh, self.model.default_spatial_methods)\n        disc.process_model(self.model)\n        if solve_first:\n            solve_model_once(self.model, self.solver, self.t_eval)", "min_run_count": 2, "name": "time_solve_models.TimeSolveSPMe.time_solve_model", "number": 0, "param_names": ["solve first", "parameter", "solver_class"], "params": [["False", "True"], ["'Marquis2019'", "'ORegan2022'", "'NCA_Kim2011'", "'Prada2013'", "'Ramadass2004'", "'Chen2020'", "'Ecker2015'"], ["<class 'pybamm.solvers.casadi_solver.CasadiSolver'>", "<class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>"]], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "26110b628fab649e6153a529860b3104b379d3f288ca020d4321f489c8a38955", "warmup_time": -1}, "unit_benchmarks.TimeCreateExpression.time_create_expression": {"code": "class TimeCreateExpression:\n    def time_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n\n    def setup(self):\n        set_random_seed()", "min_run_count": 2, "name": "unit_benchmarks.TimeCreateExpression.time_create_expression", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "79567e8fc10e82bb7efc93e89a5fa48101c5f63b2bcf09f9affa1daeaa660a7a", "warmup_time": -1}, "unit_benchmarks.TimeDiscretiseModel.time_create_expression": {"code": "class TimeCreateExpression:\n    def time_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n\nclass TimeDiscretiseModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeDiscretiseModel.time_create_expression", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "53f64bb63b703ce09229d62a777fa5f21abf561c70430ff978cd6fce8363f76c", "warmup_time": -1}, "unit_benchmarks.TimeDiscretiseModel.time_discretise": {"code": "class TimeDiscretiseModel:\n    def time_discretise(self):\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        submesh_types = {\"negative particle\": pybamm.Uniform1DSubMesh}\n        var_pts = {self.r: 20}\n        mesh = pybamm.Mesh(self.geometry, submesh_types, var_pts)\n    \n        spatial_methods = {\"negative particle\": pybamm.FiniteVolume()}\n        disc = pybamm.Discretisation(mesh, spatial_methods)\n        disc.process_model(self.model)\n\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeDiscretiseModel.time_discretise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "82d1028bb6552573a282aead5ecf23b4c233624a98d553f417f9b632904cf779", "warmup_time": -1}, "unit_benchmarks.TimeDiscretiseModel.time_parameterise": {"code": "class TimeParameteriseModel:\n    def time_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n\nclass TimeDiscretiseModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeDiscretiseModel.time_parameterise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "ef8b306be418ea6cffb6df7d95c34e6e4c058556b81285cfe00a85a746364e11", "warmup_time": -1}, "unit_benchmarks.TimeParameteriseModel.time_create_expression": {"code": "class TimeCreateExpression:\n    def time_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n\nclass TimeParameteriseModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeParameteriseModel.time_create_expression", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "c9c6590d7ea983ffd2ec4a0beb7198254c9872b5d79fafe982b5575dcbf533ea", "warmup_time": -1}, "unit_benchmarks.TimeParameteriseModel.time_parameterise": {"code": "class TimeParameteriseModel:\n    def time_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeParameteriseModel.time_parameterise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "2db8360d2edcfa78dd7840bfc00d24c0e9649c847253c89fe402671c262b1338", "warmup_time": -1}, "unit_benchmarks.TimeSolveModel.time_create_expression": {"code": "class TimeCreateExpression:\n    def time_create_expression(self):\n        self.R = pybamm.Parameter(\"Particle radius [m]\")\n        D = pybamm.Parameter(\"Diffusion coefficient [m2.s-1]\")\n        j = pybamm.Parameter(\"Interfacial current density [A.m-2]\")\n        F = pybamm.Parameter(\"Faraday constant [C.mol-1]\")\n        c0 = pybamm.Parameter(\"Initial concentration [mol.m-3]\")\n        self.model = pybamm.BaseModel()\n    \n        c = pybamm.Variable(\"Concentration [mol.m-3]\", domain=\"negative particle\")\n        N = -D * pybamm.grad(c)\n        dcdt = -pybamm.div(N)\n        self.model.rhs = {c: dcdt}\n    \n        lbc = pybamm.Scalar(0)\n        rbc = -j / F / D\n        self.model.boundary_conditions = {\n            c: {\"left\": (lbc, \"Neumann\"), \"right\": (rbc, \"Neumann\")}\n        }\n    \n        self.model.initial_conditions = {c: c0}\n        self.model.variables = {\n            \"Concentration [mol.m-3]\": c,\n            \"Surface concentration [mol.m-3]\": pybamm.surf(c),\n            \"Flux [mol.m-2.s-1]\": N,\n        }\n\nclass TimeSolveModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        TimeDiscretiseModel.time_discretise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeSolveModel.time_create_expression", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "7d5ffee2c28dcaa231b44408496fce54271121737b80dc5a7498beb92ab2b159", "warmup_time": -1}, "unit_benchmarks.TimeSolveModel.time_discretise": {"code": "class TimeDiscretiseModel:\n    def time_discretise(self):\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        submesh_types = {\"negative particle\": pybamm.Uniform1DSubMesh}\n        var_pts = {self.r: 20}\n        mesh = pybamm.Mesh(self.geometry, submesh_types, var_pts)\n    \n        spatial_methods = {\"negative particle\": pybamm.FiniteVolume()}\n        disc = pybamm.Discretisation(mesh, spatial_methods)\n        disc.process_model(self.model)\n\nclass TimeSolveModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        TimeDiscretiseModel.time_discretise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeSolveModel.time_discretise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "a4e41d181f7a8ac4c6c873e0aafa291f45deb155ad92dc625301917565fe6bdc", "warmup_time": -1}, "unit_benchmarks.TimeSolveModel.time_parameterise": {"code": "class TimeParameteriseModel:\n    def time_parameterise(self):\n        param = pybamm.ParameterValues(\n            {\n                \"Particle radius [m]\": 10e-6,\n                \"Diffusion coefficient [m2.s-1]\": 3.9e-14,\n                \"Interfacial current density [A.m-2]\": 1.4,\n                \"Faraday constant [C.mol-1]\": 96485,\n                \"Initial concentration [mol.m-3]\": 2.5e4,\n            }\n        )\n    \n        self.r = pybamm.SpatialVariable(\n            \"r\", domain=[\"negative particle\"], coord_sys=\"spherical polar\"\n        )\n    \n        self.geometry = {\n            \"negative particle\": {self.r: {\"min\": pybamm.Scalar(0), \"max\": self.R}}\n        }\n        param.process_model(self.model)\n        param.process_geometry(self.geometry)\n\nclass TimeSolveModel:\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        TimeDiscretiseModel.time_discretise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeSolveModel.time_parameterise", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "14eb896be95381d740fa3f69396eb480514a09da23f2525bce6c81124247ca72", "warmup_time": -1}, "unit_benchmarks.TimeSolveModel.time_solve": {"code": "class TimeSolveModel:\n    def time_solve(self):\n        solver = pybamm.ScipySolver()\n        t = np.linspace(0, 3600, 600)\n        solver.solve(self.model, t)\n\n    def setup(self):\n        set_random_seed()\n        TimeCreateExpression.time_create_expression(self)\n        TimeParameteriseModel.time_parameterise(self)\n        TimeDiscretiseModel.time_discretise(self)", "min_run_count": 2, "name": "unit_benchmarks.TimeSolveModel.time_solve", "number": 0, "param_names": [], "params": [], "repeat": 0, "rounds": 2, "sample_time": 0.01, "type": "time", "unit": "seconds", "version": "3b060ae2823c304802df15803cd5d845699526f2b740e5e252d5890f61967a01", "warmup_time": -1}}, "machines": {"GitHubRunner": {"machine": "GitHubRunner", "version": 1}}, "tags": {"v0.1.0": 3608, "v0.2.0": 4954, "v0.2.1": 5277, "v0.2.2": 5978, "v0.2.3": 6424, "v0.2.4": 6787, "v0.3.0": 7341, "v0.3.0-beta": 7278, "v0.4.0": 8395, "v21.08": 9197, "v21.10": 9483, "v21.11": 9854, "v21.12": 10003, "v21.9": 9369, "v22.1": 10215, "v22.10": 11905, "v22.11": 12283, "v22.11.1": 12414, "v22.12": 12480, "v22.2": 10275, "v22.3": 10402, "v22.4": 10494, "v22.5": 10655, "v22.6": 10796, "v22.7": 11123, "v22.8": 11339, "v22.9": 11581, "v23.1": 12629, "v23.2": 12912, "v23.3": 13248, "v23.4": 13398, "v23.4.1": 13410, "v23.5": 13988, "v23.5rc0": 13809, "v23.9": 15673, "v23.9rc0": 15366, "v23.9rc1": 15618}, "pages": [["", "Grid view", "Display as a agrid"], ["summarylist", "List view", "Display as a list"], ["regressions", "Show regressions", "Display information about recent regressions"]]}
\ No newline at end of file
diff --git a/info.json b/info.json
index 5a16327ce..c2ce76c60 100644
--- a/info.json
+++ b/info.json
@@ -1,4 +1,4 @@
 {
     "asv-version": "0.6.1",
-    "timestamp": 1703735934561
+    "timestamp": 1703822297636
 }
\ No newline at end of file
diff --git a/regressions.json b/regressions.json
index ac1d2e8d1..0fd10e476 100644
--- a/regressions.json
+++ b/regressions.json
@@ -1 +1 @@
-{"regressions": [["different_model_options.TimeSolveLossActiveMaterial.time_solve_model(<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>, 'stress-driven', <class 'pybamm.solvers.casadi_solver.CasadiSolver'>)", "graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json", {}, 10, 4.718759258500057, 4.167683744999977, [[15977, 16024, 4.167683744999977, 4.718759258500057]]], ["different_model_options.TimeSolveLossActiveMaterial.time_solve_model(<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>, 'stress and reaction-driven', <class 'pybamm.solvers.casadi_solver.CasadiSolver'>)", "graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json", {}, 14, 4.738149467000028, 4.164340683999967, [[15977, 16024, 4.164340683999967, 4.738149467000028]]], ["different_model_options.TimeSolveLithiumPlating.time_solve_model(<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>, 'irreversible', <class 'pybamm.solvers.casadi_solver.CasadiSolver'>)", "graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLithiumPlating.time_solve_model.json", {}, 2, 0.039012599500040324, 0.022071712249982056, [[null, 15693, 0.022071712249982056, 0.039012599500040324]]], ["different_model_options.TimeSolveLithiumPlating.time_solve_model(<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>, 'irreversible', <class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>)", "graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLithiumPlating.time_solve_model.json", {}, 3, 0.08553431999990835, 0.048980932999938886, [[null, 15693, 0.048980932999938886, 0.08553431999990835]]]]}
\ No newline at end of file
+{"regressions": [["different_model_options.TimeSolveLithiumPlating.time_solve_model(<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>, 'irreversible', <class 'pybamm.solvers.casadi_solver.CasadiSolver'>)", "graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLithiumPlating.time_solve_model.json", {}, 2, 0.039012599500040324, 0.022071712249982056, [[null, 15693, 0.022071712249982056, 0.039012599500040324]]], ["different_model_options.TimeSolveLithiumPlating.time_solve_model(<class 'pybamm.models.full_battery_models.lithium_ion.spm.SPM'>, 'irreversible', <class 'pybamm.solvers.idaklu_solver.IDAKLUSolver'>)", "graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLithiumPlating.time_solve_model.json", {}, 3, 0.08553431999990835, 0.048980932999938886, [[null, 15693, 0.048980932999938886, 0.08553431999990835]]], ["different_model_options.TimeSolveLossActiveMaterial.time_solve_model(<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>, 'stress-driven', <class 'pybamm.solvers.casadi_solver.CasadiSolver'>)", "graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json", {}, 10, 4.718759258500057, 4.167683744999977, [[15977, 16024, 4.167683744999977, 4.718759258500057]]], ["different_model_options.TimeSolveLossActiveMaterial.time_solve_model(<class 'pybamm.models.full_battery_models.lithium_ion.dfn.DFN'>, 'stress and reaction-driven', <class 'pybamm.solvers.casadi_solver.CasadiSolver'>)", "graphs/anytree/autograd/bpx/branch-develop/casadi/cmake/env-LD_LIBRARY_PATH-_home_runner_.local_lib/imageio/machine-GitHubRunner/matplotlib/numpy/pybtex/python-3.8/scikit-fem/sympy/tqdm/wget/different_model_options.TimeSolveLossActiveMaterial.time_solve_model.json", {}, 14, 4.738149467000028, 4.164340683999967, [[15977, 16024, 4.164340683999967, 4.738149467000028]]]]}
\ No newline at end of file