ordinary-differential-equations
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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
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Nov 26, 2025 - Julia
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
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Sep 13, 2024
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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Nov 24, 2025 - Julia
Python library for arbitrary-precision floating-point arithmetic
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Nov 1, 2025 - Python
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
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Nov 24, 2025 - Julia
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
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Nov 24, 2025 - CSS
Rust numeric library with high performance and friendly syntax
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Jul 24, 2025 - Rust
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
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Nov 27, 2025 - Julia
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
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Oct 17, 2025 - Python
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
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Nov 24, 2025 - Julia
VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers
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Sep 9, 2020
🏆 A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.
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Nov 27, 2025
Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support
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Aug 26, 2020 - Python
C and Python examples from my book on using PETSc and Firedrake to solve PDEs
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Nov 9, 2025 - C
Julia interface to Sundials, including a nonlinear solver (KINSOL), ODEs (CVODE and ARKODE), and DAEs (IDA)
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Nov 16, 2025 - Julia
The Base interface of the SciML ecosystem
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Nov 16, 2025 - Julia
A standard library of components to model the world and beyond
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Nov 28, 2025 - Julia
Python notebooks for Numerical Analysis
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Jun 23, 2025 - Jupyter Notebook
Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
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Sep 5, 2025 - R
AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in 1980 and widely used in the dynamical systems community.
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Jun 26, 2025 - Fortran
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