PaddlePaddle/PaddleScience

A library for scientific machine learning and physics-informed learning

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

Physics-Informed Neural networks for Advanced modeling

A Library for Advanced Neural PDE Solvers.

This repository containts materials for End-to-End AI for Science

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

A differentiable PDE solving framework for machine learning

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R