rezaakb / pinns-torchLinks
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
☆720Updated 5 months ago
Alternatives and similar repositories for pinns-torch
Users that are interested in pinns-torch are comparing it to the libraries listed below
Sorting:
- Investigating PINNs☆692Updated 4 years ago
- PyTorch Implementation of Physics-informed Neural Networks☆680Updated last year
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆611Updated 9 months ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,332Updated last year
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆345Updated last year
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆369Updated last year
- Learning nonlinear operators via DeepONet☆723Updated 3 years ago
- ☆1,044Updated 2 weeks ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆336Updated 2 years ago
- ☆370Updated 2 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆473Updated this week
- ☆493Updated 7 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆255Updated 4 years ago
- Physics-Informed Neural networks for Advanced modeling☆590Updated this week
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆148Updated last year
- ☆374Updated last week
- Physics-informed neural networks package☆332Updated 3 years ago
- Physics-informed neural network for solving fluid dynamics problems☆252Updated 4 years ago
- A place to share problems solved with SciANN☆295Updated 2 years ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆993Updated 6 months ago
- ☆170Updated last year
- DeepXDE and PINN☆138Updated 3 years ago
- Fourier_neural_operator☆16Updated 2 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆176Updated last year
- This is the code of my master thesis.☆164Updated 7 months ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆263Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆288Updated 5 months ago
- ☆229Updated 4 years ago
- ☆70Updated 2 years ago
- ☆180Updated last year