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208 repositories
- Boundary value problem (BVP) solvers for scientific machine learning (SciML)
DataDrivenDiffEq.jl
PublicData driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organizationMethodOfLines.jl
PublicAutomatic Finite Difference PDE solving with Julia SciML- A standard library of components to model the world and beyond
- High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neura…
- The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
ReservoirComputing.jl
PublicReservoir computing utilities for scientific machine learning (SciML)DiffEqGPU.jl
PublicGPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystemSurrogatesBase.jl
PublicDifferentialEquations.jl
PublicMulti-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations …DiffEqCallbacks.jl
PublicDifferenceEquations.jl
PublicDiffEqPhysics.jl
PublicA library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)SciPyDiffEq.jl
PublicSBMLToolkitTestSuite.jl
PublicProcessSimulator.jl
PublicOrgMaintenanceScripts.jl
PublicSciMLStyle
PublicNeuralLyapunov.jl
PublicFiniteVolumeMethod1D.jl
PublicImplementation of the finite volume method in 1D.NonlinearSolve.jl
PublicHigh-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov suppo…QuasiMonteCarlo.jl
PublicLightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine l…DiffEqNoiseProcess.jl
PublicA library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learn…SciMLBook
PublicParallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)- Fast and automatic structural identifiability software for ODE systems
MATLABDiffEq.jl
PublicCommon interface bindings for the MATLAB ODE solvers via MATLAB.jl for the SciML Scientific Machine Learning ecosystemExponentialUtilities.jl
PublicFast and differentiable implementations of matrix exponentials, Krylov exponential matrix-vector multiplications ("expmv"), KIOPS, ExpoKit functions, and more. …
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