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Top 6 pde-solver open source projects

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

✭ 54

python Dockerfile machine-learning inverse-problems pde-solver data-driven-model scientific-machine-learning physics-informed-neural-networks

2D-Elliptic-Mesh-Generator

2D orthogonal elliptic mesh generator which solves the Winslow partial differential equations

✭ 36

java grid mesh-generation grid-generation differential-geometry partial-differential-equations elliptic-curves cfd fluid-solver stretching-functions winslow elliptic-pdes pde-solver elliptic-curve winslow-equations orthogonality-adjustment-algorithm smooth-meshes

Physics-Informed-Neural-Networks

Investigating PINNs

✭ 132

Jupyter Notebook python matlab pde-solver pinns

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

✭ 201

Jupyter Notebook python deep-learning ode neural-networks partial-differential-equations differential-equations numerical-methods ode-solver solving-pdes pde-solver

parallel-gpu-workshop-JuliaCon21

Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop

✭ 81

julia shell workshop gpu pde-solver juliacon

Configurable ODE/PDE solver

✭ 50

rust python dynamical-systems rust-ndarray lyapunov ode-solver pde-solver

1-6 of 6 pde-solver projects