研究论文
The Deep Learning Galerkin Method for the General Stokes Equations
Jian Li, Jing Yue, Zhang Wen, Wansuo Duan
Shaanxi University of Science and Technology Chinese Academy of Sciences Institute of Atmospheric Physics
来源Journal of Scientific Computing
年份2022
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物理Model Reduction and Neural Networks
Probabilistic and Robust Engineering Design · Advanced Numerical Methods in Computational Mathematics
参考文献 35
Neural Network Method for Solving Partial Differential Equations
被引 139Lucie P. Aarts, Peter van der Veer · Neural Processing Letters · 2001
Elliptic Partial Differential Equations of Second Order
被引 19,320David Gilbarg, Neil S. Trudinger · Classics in mathematics · 2001
Approximation capabilities of multilayer feedforward networks
被引 6,233Kurt Hornik · Neural Networks · 1991
此处列出前 3 条
引用本文 20
Modeling of 3D Blood Flows with Physics-Informed Neural Networks: Comparison of Network Architectures
被引 46Philipp Moser, Wolfgang Fenz, Stefan Thumfart · Fluids · 2023
Higher-order multi-scale physics-informed neural network (HOMS-PINN) method and its convergence analysis for solving elastic problems of authentic composite materials
被引 30Jiale Linghu, Weifeng Gao, Hao Dong · Journal of Computational and Applied Mathematics · 2024
CPINNs: A coupled physics-informed neural networks for the closed-loop geothermal system
被引 30Wen Zhang, Jian Li · Computers & Mathematics with Applications · 2023
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