Pde Solver Python Packages

exponax

Efficient Differentiable n-d PDE Solvers in JAX.

pympdata

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

pympdata-examples

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

phiflow

A differentiable PDE solving framework for machine learning

derivatives-pricing

A Python library for options pricing and Greeks computation.

heatrapy

Python library for simulating heat transfer processes

solidspy

2D-Finite Element Analysis with Python

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.

velesquant

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

idrlnet

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

pararealml

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

pydens

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

fastfd

A library for building finite difference simulations

jax-dips

JAX-DIPS is a differentiable interfacial PDE solver.

pde-rk

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

solidspytest

2D-Finite Element Analysis with Python