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Pde Solver Python Packages

Python packages with the GitHub topic pde-solver. Sorted by relevance, with stars and monthly downloads.
Ceyron
exponax

Efficient Differentiable n-d PDE Solvers in JAX.

16K 200 17
open-atmos
pympdata

Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab

7K 33 25
open-atmos
pympdata-examples

Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab

2K 33 25
tum-pbs
phiflow

A differentiable PDE solving framework for machine learning

2K 2K 226
jsidhu06
derivatives-pricing

A Python library for options pricing and Greeks computation.

2K 2 0
djsilva99
heatrapy

Python library for simulating heat transfer processes

808 96 20
AppliedMechanics-EAFIT
solidspy

2D-Finite Element Analysis with Python

802 289 78
NeuroDiffGym
neurodiffeq

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

744 782 104
suren777
velesquant

Quant libraty with pricing power of C++ wrapped inside python classes

427 0 0
idrl-lab
idrlnet

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

238 248 66
ViktorC
pararealml

A machine learning boosted parallel-in-time differential equation solver framework

193 27 4
analysiscenter
pydens

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

162 315 66
stefanmeili
fastfd

A library for building finite difference simulations

148 36 6
JAX-DIPS
jax-dips

JAX-DIPS is a differentiable interfacial PDE solver.

118 53 4
tsmbland
pde-rk

Functions for simulating one-dimensional PDE models using an adaptive Runge-Kutta scheme

101 0 0
AppliedMechanics-EAFIT
solidspytest

2D-Finite Element Analysis with Python

38 289 78
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