DeepModeling

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Publications driven by DeepFlame

The following publications have used the DeepFlame software. Publications that only mentioned the DeepFlame will not be included below.

We encourage explicitly mentioning DeepFlame with proper citations in your publications, so we can more easily find and list these publications.

Last update date: December 5, 2024

2024

Implementation and verification of an OpenFOAM solver for gas-droplet two-phase detonation combustion

Huangwei Chen, MingHao Zhao, Hua Qiu, Yuejin Zhu
Phys. Fluids, 2024, 36 (8).
DOI: 10.1063/5.0221308

Graphics processing unit/artificial neural network-accelerated large- eddy simulation of swirling premixed flames

Min Zhang, Runze Mao, Han Li, Zhenhua An, Zhi X. Chen
Phys. Fluids, 2024, 36 (5).
DOI: 10.1063/5.0202321

2023

DeepFlame: A deep learning empowered open-source platform for reacting flow simulations

Runze Mao, Minqi Lin, Yan Zhang, Tianhan Zhang, Zhi-Qin John Xu, Zhi X. Chen
Comput. Phys. Commun., 2023, 291, 108842.
DOI: 10.1016/j.cpc.2023.108842

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