zwicker-group/py-pde

FiPy is a Finite Volume PDE solver written in Python

Main SfePy repository

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)

A library for scientific machine learning and physics-informed learning

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

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

A differentiable PDE solving framework for machine learning

Physics-Informed Neural networks for Advanced modeling