yaohua32 / wanLinks
A deep learning based method for solving high dimensional partial differential equations based on its weak form
☆25Updated 5 months ago
Alternatives and similar repositories for wan
Users that are interested in wan are comparing it to the libraries listed below
Sorting:
- ☆497Updated 8 months ago
- ☆374Updated 3 years ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆340Updated 2 years ago
- ☆23Updated last year
- ☆1,053Updated last month
- Characterizing possible failure modes in physics-informed neural networks.☆145Updated 4 years ago
- A Python package for Random Feature Method (RFM)☆27Updated last week
- ☆71Updated 2 years ago
- Fourier_neural_operator☆16Updated 2 years ago
- ☆186Updated last year
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆382Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆290Updated 6 months ago
- ☆160Updated 3 years ago
- ☆32Updated last year
- Tutorials on deep learning, Python, and dissipative particle dynamics☆202Updated 3 years ago
- Using graph network to solve PDEs☆423Updated 6 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆198Updated 3 weeks ago
- ☆184Updated last year
- ☆233Updated 4 years ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆244Updated last month
- Learning nonlinear operators via DeepONet☆733Updated 3 years ago
- Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and imp…☆45Updated 7 years ago
- ☆384Updated last month
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆311Updated 7 months ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆351Updated last year
- We develop a custom ML routine XNODE-WAN to solve parabolic PDEs with high efficiency.☆11Updated 3 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆261Updated 4 years ago
- ☆53Updated last year
- ☆45Updated this week
- Use Fourier transform to learn operators in differential equations.☆41Updated 5 years ago