Top 18 pde open source projects

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

✭ 2,023

julia ode dde partial-differential-equations dynamical-systems differential-equations differentialequations sde pde dae spde stochastic-differential-equations delay-differential-equations stochastic-processes differential-algebraic-equations scientific-machine-learning neural-differential-equations sciml

Futureye JIT

FuturEye_JIT is a Java Finite Element Method (FEM) library for solving PDE based forward/inverse problems as efficient as hand written FORTRAN code.

✭ 25

java jit fem pde

BifurcationKit.jl

A Julia package to perform Bifurcation Analysis

✭ 185

julia gpu continuation pde bifurcation bifurcation-diagram floquet pseudo-arclength-continuation periodic-orbits deflation hopf-point newton-krylov codim2

jaxdf

A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations

✭ 50

python Makefile pde discretization jax differentiable-programming

SciMLBenchmarks.jl

Benchmarks for scientific machine learning (SciML) software and differential equation solvers

✭ 195

julia shell benchmark ode dde partial-differential-equations differential-equations differentialequations sde pde dae neural-ode scientific-machine-learning stiff-odes stiff-sdes nerual-differential-equations sciml

rom-operator-inference-Python3

Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

✭ 31

python Makefile ode least-squares dynamical-systems pde model-reduction python-package

MAESTRO

A low Mach number stellar hydrodynamics code

✭ 29

fortran Jupyter Notebook shell python Makefile Roff simulation reactions maestro astrophysics amr cfd pde hydrodynamics low-mach astrophysical-simulation adaptive-mesh-refinement

featool-multiphysics

FEATool - "Physics Simulation Made Easy" (Fully Integrated FEA, FEniCS, OpenFOAM, SU2 Solver GUI & Multi-Physics Simulation Platform)

✭ 190

matlab engineering gui simulation geometry solver toolbox fem cfd openfoam physics-simulation finite-element-analysis pde multiphysics fenics cae gmsh su2 cad-modeling featool-multiphysics-toolbox

curve-shortening-demo

Visualize curve shortening flow in your browser.

✭ 19

typescript HTML javascript CSS visualization geometry animation mathematics differential-geometry differential-equations pde

hydro examples

Simple one-dimensional examples of various hydrodynamics techniques

✭ 83

Jupyter Notebook python fortran Makefile finite-volume pde hydrodynamics multigrid diffusion burgers advection finite-volume-methods

Numerical-Algorithms

Numerical Experiments

✭ 15

matlab python TeX M optimization image-processing scientific-computing pde

PyFRAP

PyFRAP: A Python based FRAP analysis tool box

✭ 15

python GLSL gui pde data-fitting fluorescence-microscopy-imaging frap frap-analysis frap-experiment

devsim

TCAD Semiconductor Device Simulator

✭ 104

C++python Yacc CMake shell Lex semiconductor-physics finite-volume pde semiconductor devsim tcad tcad-device-simulator

DGM-and-DRM

Several code for the paper: A comparison study of deep Galerkin method and deep Ritz method for elliptic problems with different boundary conditions

✭ 15

python deep-learning pde

mole

Mimetic Operators Library Enhanced

✭ 15

matlab C++TeX Makefile M c QMake numerical-methods pde vector-calculus

Kinetic.jl

Universal modeling and simulation of fluid dynamics upon machine learning

✭ 82

julia TeX deep-learning hpc plasma differential-equations cfd finite-volume pde fluid-dynamics finite-element-methods numerical-pdes scientific-machine-learning boltzmann-equation rarefied-gas-dynamics sciml kinetic-theory rarefied

SGpp

SG⁺⁺ – the numerical library for Sparse Grids in all their variants.

✭ 59

C++python SWIG c shell PostScript machine-learning optimization interpolation regression quadrature pde numerics sparse-grids b-splines adaptive-sparse-grids

GalerkinSparseGrids.jl

Sparse Grid Discretization with the Discontinuous Galerkin Method for solving PDEs

✭ 39

julia interpolation astrophysics pde discretization sparse-grids

1-18 of 18 pde projects