EhsanGh94 / PINN
Physics-Informed Neural Network
☆70Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for PINN
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆108Updated 7 months ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆55Updated 7 months ago
- PINN in solving Navier–Stokes equation☆80Updated 4 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆27Updated 2 years ago
- Non-adaptive and residual-based adaptive sampling for PINNs☆59Updated 2 years ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆48Updated 3 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆152Updated last year
- physics-informed neural network for elastodynamics problem☆119Updated 2 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆125Updated 4 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆58Updated last year
- PINN program for computational mechanics☆85Updated 7 months ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆76Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆45Updated 5 months ago
- Basic implementation of physics-informed neural network with pytorch.☆44Updated 2 years ago
- Physics-informed neural networks for two-phase flow problems☆48Updated last year
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆55Updated 3 years ago
- 一个简易的模块化物理信息神经网络实现(PINN)☆27Updated 2 months ago
- ☆10Updated 2 years ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Updated last year
- Implementation of PINNs in TensorFlow 2☆71Updated last year
- PINNs for 2D Incompressible Navier-Stokes Equation☆32Updated 6 months ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆63Updated 3 months ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆26Updated 7 months ago
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆29Updated this week
- Physics Informed Neural Network (PINN) for the wave equation.☆131Updated 4 years ago
- 复现CICP论文提出的几种改进PINN性能的方法☆14Updated 7 months ago
- gPINN: Gradient-enhanced physics-informed neural networks☆78Updated 2 years ago
- Physics-informed neural network for solving fluid dynamics problems☆196Updated 3 years ago
- ☆29Updated 2 years ago
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆24Updated 2 years ago