PINN求解偏微分pytorch

算例

AC方程：GitHub - kimy-de/pinns: Physics-informed neural networks (PINNs)

一维热传导方程：PINN - GitCode

burgers方程：

GitHub - zhaoxiaoyu1995/PINN-Task: The task for solving one-dimensional Burger's equation using PINN

GitHub - jayroxis/PINNs: PyTorch Implementation of Physics-informed Neural Networks

NS方程：

GitHub - Shengfeng233/PINN-for-NS-equation: A pytorch implementaion of physics informed neural networks for two dimensional NS equation

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算法

XPINN:Xpinn.py · qfhh/XPINN_pytorch - Gitee.com

bc_PINN:GitHub - vmattey/bc-PINN: A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations