datasets.md

layout	title	description	schemadotorg
default	Datasets	3D high-fidelity reacting and non-reacting compressible turbulent flow simulation data.	@context @type name alternateName description url sameAs identifier citation creator keywords license version isAccessibleForFree distribution hasPart http://schema.org/ Dataset BLASTNet Simulation Dataset BLASTNet BLASTNet Dataset Bearable Large Accessible Scientific Network-of-Datasets BLASTNet is a 2.2 TB network-of-datasets containing 744 full-domain samples from 34 high-fidelity direct numerical simulations. It aims to addresses the current limited availability of 3D high-fidelity reacting and non-reacting compressible turbulent flow simulation data. https://blastnet.github.io/datasets.html https://blastnet.github.io/ https://doi.org/10.5281/zenodo.72428646 https://doi.org/10.1016/j.jaecs.2022.100087 https://doi.org/10.48550/arXiv.2207.12546 @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6447-4008 Wai Tong Chung Wai Tong Chung @type sameAs givenName familyName name Person https://orcid.org/0000-0001-5160-4451 Bassem Akoush Bassem Akoush @type sameAs givenName familyName name Person https://orcid.org/0000-0001-9670-7147 Pushan Sharma Pushan Sharma @type givenName familyName name Person Alex Tamkin Alex Tamkin @type givenName familyName name Person Ki Sung Jung Ki Sung Jung @type givenName familyName name Person Jacqueline Chen Jacqueline H. Chen @type sameAs givenName familyName name Person https://orcid.org/0000-0003-4090-9289 Jack Guo Jack Guo @type sameAs givenName familyName name Person https://orcid.org/0000-0003-1447-2538 Davy Brouzet Davy Brouzet @type givenName familyName name Person Bin Jiang Bin Jiang @type sameAs givenName familyName name Person https://orcid.org/0000-0001-5923-2461 Mohsen Talei Mohsen Talei @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard @type givenName familyName name Person Alexei Poludnenko Alexei Y. Poludnenko @type sameAs givenName familyName name Person https://orcid.org/0000-0002-4158-7050 Matthias Ihme Matthias Ihme BLASTNet DNS Dataset Flow physics Computational Fluid Dynamics Partial Differential Equations Turbulent Reacting Flows Direct Numerical Simulation Fluid Mechanics Combustion https://creativecommons.org/licenses/by-nc-sa/4.0/ 2.0 true @type encodingFormat contentUrl DataDownload .sh https://blastnet.github.io/assets/bash/batch_download.sh @type name description url license identifier alternateName keywords creator Dataset BLASTNet Momentum128 3D SR Dataset A processed subset of BLASTNet 2.0 for 3D volumetric super-resolution of turbulent flows https://www.kaggle.com/datasets/waitongchung/blastnet-momentum-3d-sr-dataset https://creativecommons.org/licenses/by-nc-sa/4.0/ https://doi.org/10.5281/zenodo.7242864 Momentum128 Momentum128 3D SR Dataset BLASTNet DNS Dataset Flow physics Computational Fluid Dynamics Partial Differential Equations Turbulent Reacting Flows Direct Numerical Simulation Fluid Mechanics Combustion Super-resolution @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6447-4008 Wai Tong Chung Wai Tong Chung @type sameAs givenName familyName name Person https://orcid.org/0000-0001-5160-4451 Bassem Akoush Bassem Akoush @type sameAs givenName familyName name Person https://orcid.org/0000-0001-9670-7147 Pushan Sharma Pushan Sharma @type givenName familyName name Person Alex Tamkin Alex Tamkin @type givenName familyName name Person Ki Sung Jung Ki Sung Jung @type givenName familyName name Person Jacqueline Chen Jacqueline H. Chen @type sameAs givenName familyName name Person https://orcid.org/0000-0003-4090-9289 Jack Guo Jack Guo @type sameAs givenName familyName name Person https://orcid.org/0000-0003-1447-2538 Davy Brouzet Davy Brouzet @type givenName familyName name Person Bin Jiang Bin Jiang @type sameAs givenName familyName name Person https://orcid.org/0000-0001-5923-2461 Mohsen Talei Mohsen Talei @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard @type givenName familyName name Person Alexei Poludnenko Alexei Y. Poludnenko @type sameAs givenName familyName name Person https://orcid.org/0000-0002-4158-7050 Matthias Ihme Matthias Ihme @type name description url license creator identifier Dataset Inert CH4O2 HIT DNS Inert HIT uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/inert-ch4o2-hit-dns https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6447-4008 Wai Tong Chung Wai Tong Chung @type sameAs givenName familyName name Person https://orcid.org/0000-0002-4158-7050 Matthias Ihme Matthias Ihme https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset CH4-air flame interaction with Forced HIT DNS Reacting forced HIT uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/forced-hit-ch4-air-ffcm https://creativecommons.org/licenses/by-nc-sa/4.0/ @type givenName familyName name Person Alexei Poludnenko Alexei Y. Poludnenko https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Round jet Premixed CH4-Air BFER DNS Reacting jet flow uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/round-jet-premixed-bfer https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0003-1447-2538 Davy Brouzet Davy Brouzet @type sameAs givenName familyName name Person https://orcid.org/0000-0001-5923-2461 Mohsen Talei Mohsen Talei https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Round jet Premixed CH4-Air COFFEE DNS Reacting jet flow uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/round-jet-premixed-coffee https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0003-1447-2538 Davy Brouzet Davy Brouzet @type sameAs givenName familyName name Person https://orcid.org/0000-0001-5923-2461 Mohsen Talei Mohsen Talei https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset TRANSCRITICAL N2 CHANNEL TURBULENT DNS Inert transcritical channel flow uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/jguo96/transcritical-n2-channel-dns https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0003-4090-9289 Jack Guo Jack Guo @type sameAs givenName familyName name Person https://orcid.org/0000-0002-4158-7050 Matthias Ihme Matthias Ihme https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Slot Burner Diluted H2-air Lifted Flame DNS (Full Domain) Slot Burner uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/full-lifted-flame-dns-li https://creativecommons.org/licenses/by-nc-sa/4.0/ @type givenName familyName name Person Ki Sung Jung Ki Sung Jung @type givenName familyName name Person Jacqueline Chen Jacqueline H. Chen https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Premixed Flame-wall Interaction CH4 Air DNS Reacting channel flow uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/premixed-flame-wall-ch4-air-dns-gri https://creativecommons.org/licenses/by-nc-sa/4.0/ @type givenName familyName name Person Bin Jiang Bin Jiang @type sameAs givenName familyName name Person https://orcid.org/0000-0001-5923-2461 Mohsen Talei Mohsen Talei https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 2 Freely-propagating flame Kau = 2.4, Uin/SL = 2.45 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-2 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 3 Freely-propagating flame Kau = 6.8, Uin/SL = 2.45 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-3 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 4 Freely-propagating flame Kau = 13, Uin/SL = 2.45 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-4 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 5 Freely-propagating flame Kau = 2.4, Uin/SL = 3.67 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-5 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 6 Freely-propagating flame Kau = 6.8, Uin/SL = 3.67 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-6 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 7 Freely-propagating flame Kau = 13, Uin/SL = 3.67 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-7 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 8 Freely-propagating flame Kau = 19, Uin/SL = 3.67 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-8 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 9 Freely-propagating flame Kau = 36, Uin/SL = 3.67 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-9 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 11 Freely-propagating flame Kau = 2.4, Uin/SL = 4.63 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-11 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 12 Freely-propagating flame Kau = 6.8, Uin/SL = 4.63 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-12 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 13 Freely-propagating flame Kau = 13, Uin/SL = 4.63 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-13 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 17 Freely-propagating flame Kau = 2.4, Uin/SL = 5.51 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-17 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 18 Freely-propagating flame Kau = 6.8, Uin/SL = 5.51 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-18 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 19 Freely-propagating flame Kau = 19, Uin/SL = 5.51 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-19 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 22 Freely-propagating flame Kau = 1.7, Uin/SL = 3.67 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-22 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 23 Freely-propagating flame Kau = 4.8, Uin/SL = 3.67 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-23 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 24 Freely-propagating flame Kau = 8.9, Uin/SL = 3.67 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-24 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 26 Freely-propagating flame Kau = 1.7, Uin/SL = 4.63 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-26 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 27 Freely-propagating flame Kau = 4.8, Uin/SL = 4.63 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-27 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 28 Freely-propagating flame Kau = 8.9, Uin/SL = 4.63 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-28 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 30 Freely-propagating flame Kau = 1.7, Uin/SL = 5.51 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-30 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864 @type name description url license creator identifier Dataset Vitiated H2-air Freely Propagating Flame DNS 32 Freely-propagating flame Kau = 8.9, Uin/SL = 5.51 uploaded as part of Bearable Large Accessible Scientific Network-of-Datasets https://www.kaggle.com/datasets/waitongchung/free-propagating-h2-vit-air-li-case-32 https://creativecommons.org/licenses/by-nc-sa/4.0/ @type sameAs givenName familyName name Person https://orcid.org/0000-0002-6989-8942 Bruno Savard Bruno Savard https://doi.org/10.5281/zenodo.7242864

1. BLASTNet Simulation Dataset

Non-reacting HIT
(1 Case)

Slot Burner
(1 Case)

Freely Propagating Flame
(22 Cases)

Non-reacting Channel
(6 Cases)

Reacting Channel
(1 Case)

Reacting HIT
(1 Case)

Reacting Jets
(2 Cases)

Incompressible HIT
(1 Case)

NH3/H2/Air Premixed Flame
(1 Case)

H2/Air Reacting jet flame
(10 Cases)

Forced HIT
(6 Cases)

RBC
(5 Cases)

2. BLASTNet Momentum128 3D SR Dataset

The BLASTNet Momentum128 3D SR Dataset is extracted from BLASTNet Simulation Dataset 2.0 to mitigate constraints in memory and grid properties:

1. This is done by selecting to 2000 sub-volumes (of size 128³) of density and velocity fields from uniform-grid regions that act as labels.
2. We perform 8, 16 and 32x Favre-filtering to create the features.
3. Bash script for downloading via the Kaggle API is provided here.
4. You can also access the Kaggle repo here.

All datasets provided on BLASTNet are licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)