bitzhangcy / Neural-PDE-SolverLinks
☆1,064Updated 2 weeks ago
Alternatives and similar repositories for Neural-PDE-Solver
Users that are interested in Neural-PDE-Solver are comparing it to the libraries listed below
Sorting:
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,034Updated 8 months ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆632Updated 10 months ago
- PyTorch Implementation of Physics-informed Neural Networks☆692Updated last year
- Must-read Papers on Physics-Informed Neural Networks.☆1,398Updated 2 years ago
- PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.☆776Updated 7 months ago
- ☆502Updated 9 months ago
- Learning nonlinear operators via DeepONet☆744Updated 3 years ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆388Updated last year
- Investigating PINNs☆712Updated 4 years ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆348Updated 2 years ago
- ☆380Updated 3 years ago
- Using graph network to solve PDEs☆427Updated 7 months ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆359Updated last year
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆508Updated last month
- ☆397Updated 2 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆300Updated 7 months ago
- Physics-Informed Neural networks for Advanced modeling☆690Updated last week
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆267Updated 4 years ago
- ☆213Updated last year
- A library for scientific machine learning and physics-informed learning☆3,777Updated last month
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆770Updated 5 months ago
- Fourier_neural_operator☆16Updated 2 years ago
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆321Updated 8 months ago
- Hidden Fluid Mechanics☆349Updated 2 years ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆253Updated 2 months ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆265Updated 2 years ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆252Updated 2 months ago
- Physics-informed neural network for solving fluid dynamics problems☆261Updated 4 years ago
- We develop a custom ML routine XNODE-WAN to solve parabolic PDEs with high efficiency.☆11Updated 3 years ago
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆152Updated last year