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Ceyron
exponax

Efficient Differentiable n-d PDE Solvers in JAX.

13K 199 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

3K 33 25
tum-pbs
phiflow

A differentiable PDE solving framework for machine learning

1K 2K 224
djsilva99
heatrapy

Library for simulating 1D and 2D heat transfer processes

904 96 19
AppliedMechanics-EAFIT
solidspy

2D-Finite Element Analysis with Python

806 290 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.

681 781 102
suren777
velesquant

A high-performance financial valuation library

376 0 0
idrl-lab
idrlnet

IDRLnet

249 247 65
analysiscenter
pydens

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

216 316 66
ViktorC
pararealml

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

184 27 4
tsmbland
pde-rk

Package for simulating one-dimensional PDE models with and adaptive Runge-Kutta scheme

133 0 0
stefanmeili
fastfd

A library for building finite difference simulations

127 36 6
JAX-DIPS
jax-dips

Differentiable 3D interfacial PDE solvers written in JAX using the Neural Bootstrapping Method.

122 52 3
AppliedMechanics-EAFIT
solidspytest

A simple Finite Element program

43 290 78
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