paulvoliva / XNODE-WAN-PDE-solverLinks
We develop a custom ML routine XNODE-WAN to solve parabolic PDEs with high efficiency.
☆11Updated 3 years ago
Alternatives and similar repositories for XNODE-WAN-PDE-solver
Users that are interested in XNODE-WAN-PDE-solver are comparing it to the libraries listed below
Sorting:
- ☆364Updated 2 years ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆328Updated 2 years ago
- ☆1,006Updated this week
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆351Updated last year
- Tutorials on deep learning, Python, and dissipative particle dynamics☆196Updated 3 years ago
- ☆483Updated 6 months ago
- A deep learning based method for solving high dimensional partial differential equations based on its weak form☆24Updated 3 months ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆585Updated 7 months ago
- ☆206Updated last year
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆266Updated 4 months ago
- Fourier_neural_operator☆16Updated 2 years ago
- ☆63Updated 2 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆454Updated 3 months ago
- Learning nonlinear operators via DeepONet☆697Updated 3 years ago
- Physics-informed learning of governing equations from scarce data☆152Updated 2 years ago
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆117Updated last year
- ☆177Updated last year
- PyTorch Implementation of Physics-informed Neural Networks☆660Updated last year
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆142Updated last year
- ☆356Updated 2 weeks ago
- Characterizing possible failure modes in physics-informed neural networks.☆142Updated 3 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆250Updated 3 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆330Updated last year
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆52Updated 2 years ago
- ☆224Updated 3 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆167Updated last year
- A Python package for Random Feature Method (RFM)☆19Updated 3 weeks ago
- ☆158Updated 11 months ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆972Updated 4 months ago
- DeepXDE and PINN☆128Updated 3 years ago