Wai Tong Chung, Matthias Ihme, Ki Sung Jung, Jacqueline H. Chen, Jack Guo, Davy Brouzet, Mohsen Talei, Bin Jiang, Bruno Savard
, Alexei Y. Poludnenko, Bassem Akoush, Pushan Sharma, Alex Tamkin, Qing Wang, Shantanu Shahane, Chen Yifan, Victor Coulon and Corentin J. Lapeyre
Dataset (2024)
 Open Acess document at official publisher |
Abstract
Mission
BLASTNet 2.1 was developed to provide the researchers in reacting and non-reacting flow physics communities with high-fidelity simulation datasets in a convenient format for ML applications. With ~5 TB, 765 full-domain samples, and 36 configurations, BLASTNet can effectively address these gaps and aid in fostering open/fair ML development within reacting and non-reacting flow physics communities.
Application
This data is useful for fluid flows in a wide range of ML applications tied to automotive, propulsion, energy, and the environment. Specifically, scientific engineering tasks related to these domains may include turbulent closure modeling, spatio-temporal modeling, and inverse modeling.
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| Department: | Department of Mechanical Engineering |
| PolyPublie URL: | https://publications.polymtl.ca/58392/ |
| Source: | Zenodo |
| DOI: | 10.5281/zenodo.7242864 |
| Other DOIs related to this document: | 10.5281/zenodo.7709676; 10.5281/zenodo.8034232; 10.5281/zenodo.10732791; 10.5281/zenodo.7709616; 10.5281/zenodo.7242865 |
| Official URL: | https://doi.org/10.5281/zenodo.7242864 |
| Date Deposited: | 03 Jun 2024 12:55 |
| Last Modified: | 19 Dec 2025 16:09 |
| Cite in APA 7: | Chung, W. T., Ihme, M., Jung, K. S., Chen, J. H., Guo, J., Brouzet, D., Talei, M., Jiang, B., Savard, B., Poludnenko, A. Y., Akoush, B., Sharma, P., Tamkin, A., Wang, Q., Shahane, S., Yifan, C., Coulon, V., & Lapeyre, C. J. (2024). BLASTNet Simulation Dataset [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.7242864 |
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