differentialequations

There are 37 repositories under differentialequations topic.

  • 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.

    Language:Julia2.9k56888228

  • SciML/NeuralPDE.jl

    Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

    Language:Julia99636345200

  • SciML/DiffEqFlux.jl

    Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

    Language:Julia87131397157

  • SciML/SciMLTutorials.jl

    Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

    Language:CSS7212477127

  • SciML/OrdinaryDiffEq.jl

    High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

    Language:Julia56319828211

  • SciML/diffeqpy

    Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

    Language:Python543209342

  • SciML/SciMLSensitivity.jl

    A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

    Language:Julia3332033371

  • SciML/DiffEqBase.jl

    The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

    Language:Julia31919225116

  • SciML/SciMLBenchmarks.jl

    Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

    Language:MATLAB319179084
  • ComponentArrays.jl

    jonniedie/ComponentArrays.jl

    Arrays with arbitrarily nested named components.

    Language:Julia293317935

  • SciML/DiffEqGPU.jl

    GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

    Language:Julia284118430

  • SciML/DiffEqOperators.jl

    Linear operators for discretizations of differential equations and scientific machine learning (SciML)

    Language:Julia2831719574

  • SciML/StochasticDiffEq.jl

    Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem

    Language:Julia2521419469

  • SciML/Sundials.jl

    Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner

    Language:Julia2091119479

  • SciML/SciMLBase.jl

    The Base interface of the SciML ecosystem

    Language:Julia14112156102

  • SciML/StructuralIdentifiability.jl

    Fast and automatic structural identifiability software for ODE systems

    Language:Julia11287417
  • AMICI

    AMICI-dev/AMICI

    Advanced Multilanguage Interface to CVODES and IDAS

    Language:Jupyter Notebook1101197331

  • SciML/FEniCS.jl

    A scientific machine learning (SciML) wrapper for the FEniCS Finite Element library in the Julia programming language

    Language:Julia99133425

  • SciML/MultiScaleArrays.jl

    A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations

    Language:Julia7453016

  • SciML/SciMLExpectations.jl

    Fast uncertainty quantification for scientific machine learning (SciML) and differential equations

    Language:Julia6694520

  • SciML/DelayDiffEq.jl

    Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.

    Language:Julia60137326

  • SciML/DiffEqParamEstim.jl

    Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

    Language:Julia6078034

  • SciML/SparsityDetection.jl

    Automatic detection of sparsity in pure Julia functions for sparsity-enabled scientific machine learning (SciML)

    Language:Julia5972612

  • SciML/DiffEqProblemLibrary.jl

    A library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning tools

    Language:Julia5882534

  • SciML/DiffEqPhysics.jl

    A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)

    Language:Julia50112619

  • SciML/BoundaryValueDiffEq.jl

    Boundary value problem (BVP) solvers for scientific machine learning (SciML)

    Language:Julia44117235

  • SciML/DASSL.jl

    Solves stiff differential algebraic equations (DAE) using variable stepsize backwards finite difference formula (BDF) in the SciML scientific machine learning organization

    Language:Julia3361517

  • SciML/DiffEqFinancial.jl

    Differential equation problem specifications and scientific machine learning for common financial models

    Language:Julia256614

  • JinraeKim/FlightSims.jl

    A general purpose numerical simulator supporting nested dynamical systems and a convenient macro-based data logger.

    Language:Julia204362

  • SciML/DASKR.jl

    Interface to DASKR, a differential algebraic system solver for the SciML scientific machine learning ecosystem

    Language:Julia1261217

  • SciML/DiffEqMonteCarlo.jl

    Monte Carlo simulation routines for high-performance parallelization of differential equation solvers and scientific machine learning

    Language:Julia1192014

  • SciML/FiniteElementDiffEq.jl

    Solvers for finite element discretizations of PDEs in the SciML scientific machine learning ecosystem

    Language:Julia510210

  • jakubowiczish/FEM

    Simple program that solves specified differential equation using finite element method, written in Python

    Language:Python110

  • JigarDPrajapati/Eulers-Method

    Euler's Method in Python to approximate solution of IVPs (differential equations)

    Language:Python1100

  • Theme-Maths/MultipleDegree-DifferentialEquationsSolver

    Provides a solution for any resolvable differential equation with a degree n>1, using Euler or RK4 methods.

    Language:Python1100

  • matsunagalab/lecture_ode

    Lecuture notes on practical methods for ordinary differential equations

    Language:Jupyter Notebook20