partial-differential-equations topic

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equation...

SciML

Collection of notebooks about quantitative finance, with interactive python code.

cantaro86

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

simpeg

PDE-Net: Learning PDEs from Data

ZichaoLong

FiPy is a Finite Volume PDE solver written in Python

usnistgov

DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

SciML

Finite element toolbox for Julia

Ferrite-FEM

18.S096 - Applications of Scientific Machine Learning

mitmath

TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

pierremtb

FreeFEM source code

FreeFem