pde-solver topic

2D-Finite Element Analysis with Python

AppliedMechanics-EAFIT

开源Go语言数值算法库(An open numerical library purely based on Go programming language)

chfenger

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

NeuroDiffGym

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

analysiscenter

A flexible framework for solving PDEs with modern spectral methods.

DedalusProject

A differentiable PDE solving framework for machine learning

tum-pbs

PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.

clawpack

Investigating PINNs

omniscientoctopus

Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop

luraess

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

idrl-lab