dalerxli / PINN_wave-1
2D wave equation simulated by PINN and FDM
☆10Updated 3 years ago
Alternatives and similar repositories for PINN_wave-1:
Users that are interested in PINN_wave-1 are comparing it to the libraries listed below
- PINN for solving wave equation☆20Updated 2 years ago
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆30Updated 2 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆25Updated 2 years ago
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆17Updated 2 years ago
- physics-informed neural network for elastodynamics problem☆134Updated 3 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆25Updated 5 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆27Updated 2 years ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆55Updated 4 years ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆17Updated 2 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆33Updated last year
- ☆38Updated 2 years ago
- Non-adaptive and residual-based adaptive sampling for PINNs☆71Updated 2 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆23Updated 2 years ago
- Physics-informed neural networks for two-phase flow problems☆55Updated 2 years ago
- PINN program for computational mechanics☆106Updated last year
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆25Updated 3 months ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆70Updated 2 years ago
- Physics-Informed Neural Network☆82Updated 11 months ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Updated last year
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 2 years ago
- A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations☆17Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆70Updated last year
- PINN in solving Navier–Stokes equation☆97Updated 4 years ago
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆15Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated 10 months ago
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆27Updated 2 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆77Updated 2 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆163Updated 4 years ago
- POD-PINN code and manuscript☆51Updated 5 months ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆66Updated 3 years ago