Extended physics-informed neural networks (XPINNs): A generalized space-time domain decomposition based deep learning framework for nonlinear partial differential equations

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作者
Jagtap, Ameya D. [1 ]
Karniadakis, George Em [1 ]
机构
[1] Division of Applied Mathematics, Brown University, 182 George Street, Providence,RI,02912, United States
来源
CEUR Workshop Proceedings | 2021年 / 2964卷
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Compilation and indexing terms; Copyright 2024 Elsevier Inc;
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摘要
Creative Commons - Decomposition approach - Domain decompositions - Learning frameworks - Neural-networks - Nonlinear partial differential equations - Space and time - Space-time domain - Subdomain - Time-domain decomposition
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