rezaakb / pinns-torchLinks
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
☆633Updated 3 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:
- PyTorch Implementation of Physics-informed Neural Networks☆655Updated last year
- Investigating PINNs☆653Updated 4 years ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆581Updated 6 months ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,268Updated last year
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆327Updated last year
- Learning nonlinear operators via DeepONet☆692Updated 3 years ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆348Updated last year
- ☆363Updated 2 years ago
- ☆1,001Updated this week
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆321Updated 2 years ago
- ☆478Updated 5 months ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆451Updated 2 months ago
- Physics-Informed Neural networks for Advanced modeling☆566Updated this week
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆248Updated 3 years ago
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆138Updated last year
- ☆342Updated last week
- Physics-informed neural network for solving fluid dynamics problems☆243Updated 4 years ago
- DeepXDE and PINN☆128Updated 3 years ago
- Physics-informed neural networks package☆323Updated 3 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆159Updated last year
- A place to share problems solved with SciANN☆287Updated last year
- Fourier_neural_operator☆16Updated 2 years ago
- ☆175Updated last year
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆962Updated 4 months ago
- ☆152Updated 11 months ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆262Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆187Updated 2 years ago
- ☆60Updated 2 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆270Updated 3 months ago
- A library for scientific machine learning and physics-informed learning☆3,490Updated 3 months ago