pde

There are 13 repositories under pde topic.

processing / processing
Source code for the Processing Core and Development Environment (PDE)
art design learning education java pde processing
Language:Java 6451
SciML / DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
differential-equations differentialequations julia ode sde pde dae dde spde stochastic-processes stochastic-differential-equations delay-differential-equations partial-differential-equations differential-algebraic-equations dynamical-systems neural-differential-equations r python scientific-machine-learning sciml
Language:Julia 2770
lululxvi / deepxde
A library for scientific machine learning and physics-informed learning
deep-learning deeponet jax multi-fidelity-data neural-network operator paddle pde physics-informed-learning pinn pytorch scientific-machine-learning tensorflow
Language:Python 2367
neuraloperator / neuraloperator
Learning in infinite dimension with neural operators.
neural-operator pde neural-operators partial-differential-equations pytorch tensor-methods fourier-neural-operator fno tensorization tensorly uno
Language:Python 1808
SciML / ModelingToolkit.jl
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
differential-equations ode dae ordinary-differential-equations pde sde dde stochastic-differential-equations delay-differential-equations julia symbolic symbolic-computation symbolic-numerics computer-algebra sciml scientific-machine-learning optimization nonlinear-programming acausal equation-based
Language:Julia 1365
SciML / NeuralPDE.jl
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
differential-equations differentialequations neural-differential-equations scientific-ml scientific-ai partial-differential-equations ordinary-differential-equations neural-network neural-networks ode pde sciml scientific-machine-learning pinn machine-learning
Language:Julia 909
SciML / SciMLTutorials.jl
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
differentialequations differential-equations ode sde dae dde ordinary-differential-equations neural-differential-equations neural-ode pde partial-differential-equations stochastic-differential-equations julia scientific-machine-learning sciml python r hacktoberfest
Language:CSS 709
kinnala / scikit-fem
Simple finite element assemblers
fem python pde
Language:Python 443
maroba / findiff
Python package for numerical derivatives and partial differential equations in any number of dimensions.
scientific-computing numerical-methods derivative finite-difference-coefficients finite-difference finite-differences pde partial-differential-equations
Language:Python 397
Calsign / APDE
Source code for APDE: Create and run Processing sketches on an Android device.
android processing processing-android pde
Language:Java 334
featool-multiphysics
precise-simulation / featool-multiphysics
FEATool - "Physics Simulation Made Easy" (Fully Integrated FEA, FEniCS, OpenFOAM, SU2 Solver GUI & Multi-Physics Simulation Platform)
multiphysics finite-element-analysis fem pde simulation gui toolbox solver physics-simulation engineering fenics openfoam cfd matlab su2 gmsh featool-multiphysics-toolbox cad-modeling geometry cae
Language:MATLAB 305
SciML / DiffEqBase.jl
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
differentialequations differential-equations ode sde dae dde ordinary-differential-equations neural-differential-equations neural-ode stochastic-differential-equations delay-differential-equations differential-algebraic-equations pde partial-differential-equations sciml scientific-machine-learning hacktoberfest
Language:Julia 299
SciML / SciMLBenchmarks.jl
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
differential-equations differentialequations ode sde dae neural-ode nerual-differential-equations benchmark pde partial-differential-equations sciml scientific-machine-learning ai julia ai-for-science jax matlab python pytorch
Language:MATLAB 294
python-hydro / pyro2
A framework for hydrodynamics explorations and prototyping
finite-volume finite-volume-methods hydrodynamics pyro python solver advection multigrid simulation astrophysical-simulation pde
Language:Jupyter Notebook 291
AMReX-Astro / Castro
Castro (Compressible Astrophysics): An adaptive mesh, astrophysical compressible (radiation-, magneto-) hydrodynamics simulation code for massively parallel CPU and GPU architectures.
hydrodynamics cfd pde gravity radiation castro amr adaptive-mesh-refinement reactions astrophysical-simulation astrophysics
Language:C++ 286
bifurcationkit / BifurcationKit.jl
A Julia package to perform Bifurcation Analysis
continuation pseudo-arclength-continuation periodic-orbits floquet gpu bifurcation-diagram deflation pde hopf-point newton-krylov codim2 bifurcation
Language:Julia 285
SciML / DiffEqOperators.jl
Linear operators for discretizations of differential equations and scientific machine learning (SciML)
differential-equations differentialequations partial-differential-equations pde sde stochastic-differential-equations finite-difference-method fdm matrix-free julia neural-differential-equations neural-ode sciml scientific-machine-learning
Language:Julia 283
mathLab / PINA
Physics-Informed Neural networks for Advanced modeling
physics-informed-neural-networks modeling machine-learning deep-learning python pytorch differential-equations ode pde physics-informed hacktoberfest lightining pinn equation-learning neural-networks neural-operators
Language:Python 265
nvim-config
Alexis12119 / nvim-config
Generalized and Personalized
lua neovim neovim-config neovim-configuration nvim nvim-config nvim-configs nvim-configuration nvim-setup pde nvim-lua neovim-setup neovim-lua nvim-settings lazy nvchad custom
Language:Lua 234
SciML / NeuralOperators.jl
DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
julia fourier-transform gnn pde operator deep-learning partial-differential-equations automatic-differentiation deeponet differential-equations scientific-machine-learning fourier-neural-operator
Language:Julia 232
boutproject / BOUT-dev
BOUT++: Plasma fluid finite-difference simulation code in curvilinear coordinate systems
plasma physics pde numerical-modelling physics-simulation-library computational-physics c-plus-plus python
Language:C++ 169
devsim / devsim
TCAD Semiconductor Device Simulator
c-plus-plus python semiconductor-physics devsim tcad tcad-device-simulator semiconductor finite-volume pde
Language:C++ 156
megalithic / dotfiles
🗿 dotfilery, configuration, environment settings, automation, etc. 🛖
dotfiles tmux homebrew macos zsh neovim weechat elixir kitty asdf hammerspoon cli lua qmk zk surfingkeys zmk pde
Language:Lua 156
clawpack / pyclaw
PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.
pde-solver finite-volume partial-differential-equations hyperbolic-equations weno petsc pde
Language:Fortran 151
SciML / MethodOfLines.jl
Automatic Finite Difference PDE solving with Julia SciML
pde finite-difference-method sciml scientific-ml partial-differential-equations julia high-performance-computing symbolic-computation parallel-computing
Language:Julia 150
processing-r / Processing.R
R Language Mode in Processing for Creative Coding, created by @gaocegege, maintained by @jeremydouglass
processing r renjin r-language pde visual-arts visualisation gsoc-2017
Language:Java 141
vavrines / Kinetic.jl
Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.
kinetic-theory cfd boltzmann-equation plasma finite-volume pde sciml deep-learning scientific-machine-learning finite-element-methods fluid-dynamics differential-equations julia numerical-pdes rarefied-gas-dynamics
Language:Julia 118
matthieugomez / EconPDEs.jl
Solve non-linear HJB equations.
pde finite-difference-schemes economics finance
Language:Julia 114
mnhrdt / imscript
a collection of small and standalone utilities for image processing, written in C
suckless image-processing unix mathematical-morphology images cli pde filtering noise c command-line shell terminal
Language:C 112
dotfiles
nosvagor / dotfiles
🍙 my Personalized Development Environment [PDE]
archlinux eww neovim dotfiles linux kitty pde zsh config firefox dna hyprland glava wayland
Language:Lua 109
ucl-bug / jaxdf
A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
jax differentiable-programming pde discretization
Language:Python 107
eth-vaw-glaciology / course-101-0250-00
ETH course - Solving PDEs in parallel on GPUs
julia gpu pde eth-course
Language:Julia 106
python-hydro / hydro_examples
Simple one-dimensional examples of various hydrodynamics techniques
hydrodynamics python advection multigrid burgers diffusion pde finite-volume finite-volume-methods
Language:Jupyter Notebook 106
bogdanraonic3 / ConvolutionalNeuralOperator
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
deep-learning ml4physics benchmark cno ml4science neural-operator neural-operators pytorch fno navier-stokes navier-stokes-equations partial-differential-equations pde pde-solver scientific-computing
Language:Python 94
danielnehrig / nvim
neovim lua cfg
ide config editor lua neovim pde vim
Language:Lua 93
SciML / FEniCS.jl
A scientific machine learning (SciML) wrapper for the FEniCS Finite Element library in the Julia programming language
differentialequations differential-equations fenics julia pde partial-differential-equations sciml scientific-machine-learning
Language:Julia 92