Partial Differential Equations Python Packages

findiff

Python package for numerical derivatives and partial differential equations in any number of dimensions.

discretize

Discretization tools for finite volume and inverse problems.

py-pde

Python package for solving partial differential equations using finite differences.

fenics-ufl

UFL - Unified Form Language

simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

fipy

FiPy is a Finite Volume PDE solver written in Python

felupe

Finite Element Analysis

nops

nops is designed to be an elegant, high-level layer over complex neural operator architectures

fenics-ffcx

Next generation FEniCS Form Compiler for finite element forms

fenics-ufl-legacy

Unified Form Language

pysdc

pySDC is a Python implementation of the spectral deferred correction (SDC) approach and its flavors, esp. the multilevel extension MLSDC and PFASST.

pypde

A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms and non-conservative components.

galerkin-transformer

[NeurIPS 2021] Galerkin Transformer: Neural Operator built on Attention for PDEs

torch-cfd

PyTorch CFD

pyefvlib

A library used to solve physical problems governed by partial differential equations, in particular conservation equations using the Element-based Finite Volume Method.

qc-grid

Python library for numerical integration, interpolation, and differentiation on (molecular) grids.

pdebench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

triflow

NEW NAME AND HOSTING : The software changed his name and leave now in gitlab !

rkstiff

Runge-Kutta adaptive-step solvers for nonlinear PDEs. Solvers include both exponential time differencing and integrating factor methods.

gelato

A Python library for Generalized Locally Toeplitz theory for Isogeometric Analysis.

simpeg-archive

Mira fork of SimPEG: Simulation and Parameter Estimation in Geophysics

pdepy

Finite-difference methods for solving initial and boundary value problems of some linear partial differential equations.

pydens

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

poisson-cnn

A convolutional neural network based Poisson solver