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Pde Python Packages

Python packages with the GitHub topic pde. Sorted by relevance, with stars and monthly downloads.
kinnala
scikit-fem

Simple finite element assemblers

128K 621 103
maroba
findiff

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

74K 507 69
lululxvi
deepxde

A library for scientific machine learning and physics-informed learning

29K 4K 969
Ceyron
exponax

Efficient Differentiable n-d PDE Solvers in JAX.

16K 200 17
Ceyron
pdequinox

Neural Emulator Architectures in JAX.

16K 24 0
Ceyron
apebench

[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)

16K 100 2
Ceyron
trainax

Neural Emulator Architectures in JAX.

16K 24 0
devsim
devsim

TCAD Semiconductor Device Simulator

11K 271 80
adtzlr
felupe

finite element analysis for continuum mechanics of solid bodies

4K 171 17
mathLab
pina-mathlab

Physics-Informed Neural networks for Advanced modeling

3K 747 102
meshpro
pyfvm

Finite volume discretization tools for Python.

2K 64 19
pyccel
sympde

Symbolic calculus for partial differential equations (and variational forms)

1K 25 4
ucl-bug
jaxdf

A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations

1K 134 13
Climdyn
layercake-model

LayerCake is a framework to design systems of partial differential equations (PDEs), and convert them to ordinary differential equations (ODEs) via Galerkin-type expansions.

1K 5 2
operator-inference
opinf

Operator Inference for data-driven model reduction of dynamical systems.

878 82 36
josegarciav
pinnrl

Adaptive Collocation in Physics-Informed Neural Networks (PINNs).

553 0 0
rannd1nt
phaethon

End-to-End Physics-Constrained Scientific Computing & Sci-ML Framework

529 4 0
Willcox-Research-Group
rom-operator-inference

Operator inference for data-driven, non-intrusive model reduction of dynamical systems.

382 82 36
alexblaessle
pyfrp

PyFRAP: A Python based FRAP analysis tool box

302 17 9
python-hydro
pyro-hydro

A python hydrodynamics code for teaching and prototyping

262 332 129
zranndts
unitflex

End-to-End Physics-Constrained Scientific Computing & Sci-ML Framework

250 4 0
HamidrezaEiv
kpca-deeponet

Nonlinear model reduction for operator learning

185 7 1
mnhrdt
imscript

a collection of small and standalone utilities for image processing, written in C

184 120 28
stefanmeili
fastfd

A library for building finite difference simulations

148 36 6
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