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1. sequential_PINN sequential_PINN Public

   Forked from saniaki/sequential_PINN

   Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems

   Jupyter Notebook

2. PINN-Conduction PINN-Conduction Public

   Forked from Muhabdaziz/PINN-Conduction

   Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems

   Jupyter Notebook

3. Meachine-Learning-approach-to-solve-the-mechanics-problems Meachine-Learning-approach-to-solve-the-mechanics-problems Public

   Forked from mohitksoni/Meachine-Learning-approach-to-solve-the-mechanics-problems

   This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value and time dependent problems. Here We have used the Deep Neural…

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4. TgNN-Surrogate TgNN-Surrogate Public

   Forked from NanzheWang/TgNN-Surrogate

   The construction of TgNN surrogate

   Python

5. deepxde deepxde Public

   Forked from lululxvi/deepxde

   A library for scientific machine learning and physics-informed learning

   Python

6. PINN PINN Public

   Forked from itsjacobhere/PINN

   Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations

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