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BLASTNet Simulation Dataset - MaRDI portal

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BLASTNet Simulation Dataset

From MaRDI portal



DOI10.5281/zenodo.10732791Zenodo10732791MaRDI QIDQ6706764

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 27 February 2024

Copyright license: No records found.



Description

Go to https://blastnet.github.io/to access and download thisreacting and non-reacting flow physics simulations. 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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