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MHDnet: physics-preserving learning for solving magnetohydrodynamics problems

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Publication:6646462
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DOI10.4208/cicp.oa-2024-0002MaRDI QIDQ6646462

Zihao Yang, Xintong Wang, Xiao-Fei Guan, Shipeng Mao, Boya Hu

Publication date: 2 December 2024

Published in: Communications in Computational Physics (Search for Journal in Brave)



zbMATH Keywords

divergence-free formulationmultiscale neural networkcomplex dynamic incompressible magnetohydrodynamicslimited-memory Broyden-Fletcher-Goldfarb-Shanno methodmulti-mode embedding method


Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Learning and adaptive systems in artificial intelligence (68T05) Magnetohydrodynamics and electrohydrodynamics (76W05) Basic methods in fluid mechanics (76M99)








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