ZzYyPp47 / Solving_Allen-Cahn_with_Adaptive_PINNLinks
复现CICP论文提出的几种改进PINN性能的方法
☆20Updated last year
Alternatives and similar repositories for Solving_Allen-Cahn_with_Adaptive_PINN
Users that are interested in Solving_Allen-Cahn_with_Adaptive_PINN are comparing it to the libraries listed below
Sorting:
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆73Updated last year
- 一个简易的模块化物理信息神经网络实现(PINN)☆38Updated 9 months ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆27Updated 2 years ago
- Non-adaptive and residual-based adaptive sampling for PINNs☆79Updated 2 years ago
- ☆43Updated 2 years ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆18Updated last year
- PINN in solving Navier–Stokes equation☆105Updated 5 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆25Updated 3 years ago
- Basic implementation of physics-informed neural network with pytorch.☆70Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year
- PINN program for computational mechanics☆114Updated last year
- A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations☆20Updated 2 years ago
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆34Updated 2 years ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆55Updated 4 years ago
- DeepXDE and PINN☆114Updated 3 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆146Updated last year
- ☆14Updated 2 years ago
- Physics-Informed Neural Network☆85Updated last year
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆18Updated 2 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆31Updated 3 years ago
- ☆39Updated 2 years ago
- physics-informed neural network for elastodynamics problem☆142Updated 3 years ago
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆28Updated last year
- ☆46Updated 2 years ago
- gPINN: Gradient-enhanced physics-informed neural networks☆92Updated 3 years ago
- Physics-informed neural networks for two-phase flow problems☆63Updated last month
- ☆50Updated 6 months ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆71Updated 2 years ago
- ☆26Updated 5 months ago
- 2D wave equation simulated by PINN and FDM☆10Updated 3 years ago