Top 12 differentialequations open source projects

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

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

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

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

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

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

Advanced Multilanguage Interface to CVODES and IDAS

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

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

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

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

Fast and automatic structural identifiability software for ODE systems