YUANLei2021 / A-PINNLinks
A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations
☆20Updated 2 years ago
Alternatives and similar repositories for A-PINN
Users that are interested in A-PINN are comparing it to the libraries listed below
Sorting:
- PINN program for computational mechanics☆118Updated last year
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆56Updated 4 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 for elastodynamics problem☆146Updated 3 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆73Updated 4 years ago
- This is the code of my master thesis.☆141Updated 4 months ago
- DeepXDE and PINN☆124Updated 3 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆152Updated last year
- Physics-guided neural network framework for elastic plates☆45Updated 3 years ago
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆87Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆79Updated last year
- Implementation of PINNs in TensorFlow 2☆80Updated last year
- Physics-Informed Neural Network☆87Updated last year
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆97Updated 3 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆50Updated 2 years ago
- Burgers equation solved by PINN in PyTorch☆24Updated 3 years ago
- PINN in solving Navier–Stokes equation☆108Updated 5 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 3 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆27Updated 3 years ago
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆37Updated 2 years ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆18Updated 3 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆184Updated 2 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆26Updated 2 years ago
- Basic implementation of physics-informed neural network with pytorch.☆75Updated 2 years ago
- 复现CICP论文提出的几种改进PINN性能的方法☆20Updated last month
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆157Updated last year
- Contains implementation of PINN using Tensorflow 2.4.0☆14Updated 2 years ago
- ☆64Updated 2 years ago
- Physics-informed neural networks for two-phase flow problems☆65Updated 3 months ago