PKU-CMEGroup/NeuralOperator

A Library for Advanced Neural PDE Solvers.

Learning in infinite dimension with neural operators.

A library for scientific machine learning and physics-informed learning

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366

Physics-Informed Neural networks for Advanced modeling

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

The first open-source repository for Scientific Machine Learning (PINNs, PIELM, RFM, Neural Operators) via Vibe Coding. JAX-GPU implementations with Chinese tutorials. 首个采用 Vibe Coding 进行科学机器学习研究的开源仓库。