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Partial Differential Equations Python Packages

Python packages with the GitHub topic partial-differential-equations. Sorted by relevance, with stars and monthly downloads.
maroba
findiff

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

91K 507 68
simpeg
discretize

Discretization tools for finite volume and inverse problems.

34K 198 36
zwicker-group
py-pde

Python package for solving partial differential equations using finite differences.

19K 456 62
fenics
fenics-ufl

UFL - Unified Form Language

14K 144 78
simpeg
simpeg

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

13K 642 290
usnistgov
fipy

FiPy is a Finite Volume PDE solver written in Python

7K 615 181
adtzlr
felupe

Finite Element Analysis

5K 170 17
abelsr
nops

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

3K 1 0
fenics
fenics-ffcx

Next generation FEniCS Form Compiler for finite element forms

2K 189 45
FEniCS
fenics-ufl-legacy

Unified Form Language

1K 145 78
Parallel-in-Time
pysdc

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

1K 42 39
haranjackson
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.

957 65 9
scaomath
galerkin-transformer

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

858 263 29
scaomath
torch-cfd

PyTorch CFD

812 76 8
GustavoExel
pyefvlib

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

602 7 7
theochem
qc-grid

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

559 91 36
pdebench
pdebench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

511 1K 145
locie
triflow

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

461 7 1
whalenpt
rkstiff

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

433 15 2
ratnania
gelato

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

369 7 3
simpeg
simpeg-archive

Mira fork of SimPEG: Simulation and Parameter Estimation in Geophysics

245 642 290
olivertso
pdepy

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

236 10 1
analysiscenter
pydens

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

221 316 66
aligirayhanozbay
poisson-cnn

A convolutional neural network based Poisson solver

215 12 5
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