Current Publications

When using this dataset, please cite: (i) our NeurIPS paper (ii) our dataset:

Cite our NeurIPS paper [Links: Paper | .bib]:

W. T. Chung, B. Akoush, P. Sharma, A. Tamkin, K. S. Jung, J. H. Chen, J. Guo, D. Brouzet, M. Talei, B. Savard, A.Y. Poludnenko & M. Ihme. Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data. Advances in Neural Information Processing Systems (2023) 36.

Cite this website/datasets [Links: Zenodo DOI | .bib]:

W. T. Chung, M. Ihme, K. S. Jung, J. H. Chen, J. Guo,  D. Brouzet, M. Talei, B. Jiang, B. Savard, A. Y. Poludnenko, B. Akoush, P. Sharma & A. Tamkin. BLASTNet Simulation Dataset (Version 2.0), 2023. https://blastnet.github.io/. 

Previous Publications

1. W. T. Chung, K. S. Jung, J. H. Chen & M. Ihme. BLASTNet: A call for community-involved big data in combustion machine learning. Applications in Energy and Combustion Science (2022) 12 no. 100087. [Paper,.bib]
2. W. T. Chung, K. S. Jung, J. H. Chen & M. Ihme. The Bearable Lightness of Big Data: Towards Massive Public Datasets in Scientific Machine Learning. In ICML 2022 2nd AI for Science Workshop. [Paper,.bib]

If you wish to cite individual configurations, please click here to search for .bib files and DOIs.

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