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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.

β˜… 3.2k Julia 3d ago
penecho / penecho

Think with AI beyond the chat box. A shared canvas for handwriting, equations, diagrams, and spatial reasoning.

β˜… 2.5k JavaScript today
SciML / SciMLBook

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

β˜… 2.0k HTML 1d ago
cpmech / gosl

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

β˜… 1.9k Go 22d ago
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

β˜… 1.7k Julia today
brian-team / brian2

Brian is a free, open source simulator for spiking neural networks.

β˜… 1.2k Python today
SciML / NeuralPDE.jl

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

β˜… 1.2k Julia 3d ago
FEniCS / dolfinx

Next generation FEniCS problem solving environment for solving finite element problems

β˜… 1.2k C++ today
mpmath / mpmath

Python library for arbitrary-precision floating-point arithmetic

β˜… 1.2k Python 2d ago
jkriege2 / JKQtPlotter

an extensive Qt5 & Qt6 Plotter framework (including a feature-richt plotter widget, a speed-optimized, but limited variant and a LaTeX equation renderer!), written fully in C/C++ and without external dependencies

β˜… 1.1k C++ 27d ago
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

β˜… 929 Julia 2d ago
gridap / Gridap.jl

Grid-based approximation of partial differential equations in Julia

β˜… 886 Julia today
stan-dev / math

The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.

β˜… 842 C++ today
ASC-Community / AngouriMath

Open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.

β˜… 831 C# today
PINA-org / PINA

Physics-Informed Neural networks for Advanced modeling

β˜… 799 Python today
quantumlib / qsim

Fast C++ and Python library for state-vector simulation of quantum circuits.

β˜… 708 C++ today
llnl / sundials

Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

β˜… 701 C today
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)

β˜… 694 Julia today
simpeg / simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

β˜… 690 Python today
Mathpix / mathpix-markdown-it

Markdown rendering + Latex extras (equations, tables, ...), with conversion features, for the scientific community

β˜… 685 JavaScript 7d ago
firedrakeproject / firedrake

Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)

β˜… 679 Python today
usnistgov / fipy

FiPy is a Finite Volume PDE solver written in Python

β˜… 643 Python 6d ago
SciML / diffeqpy

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

β˜… 613 Python 3d ago
addsumtech / slides_maker

Turn papers, code, and docs into presentation-ready, natively editable PPTX in Codex / Claude Code. Native charts and equations, speaker notes, click-build animations, and an independent critic review before delivery.

β˜… 602 Python 3d ago
NGSolve / ngsolve

Netgen/NGSolve is a high performance multiphysics finite element software. It is widely used to analyze models from solid mechanics, fluid dynamics and electromagnetics. Due to its flexible Python interface new physical equations and solution algorithms can be implemented easily.

β˜… 589 C++ today
SciML / Catalyst.jl

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

β˜… 531 Julia 2d ago
xdmlxdml / beamer2pptx

A Codex Skill for converting Beamer PDFs into editable PowerPoint decks with native equations.

β˜… 181 Python 1mo ago
Mengqi-Lei / texglot

Translate arXiv papers and LaTeX projects with your own LLM API, preserving equations, citations, and document structure. Generate translated PDFs and editable source through a local app or batch CLI.

β˜… 120 Python 12d ago
Unieggy / Forma

Local-first reading workspace for technical papers β€” select an equation, figure, or passage and get grounded, step-by-step walkthroughs (with tensor-shape tracing for ML).

β˜… 49 TypeScript 2mo ago
Celine-audio / Celine

CΓ©line (Circuit Emulation Layer for Integrated Nonlinear Equation Solving) is an audio plugin for building and emulating circuits in real time. This tool is aimed at musicians who want to emulate analog hardware, and keeps the experimentation safe and portable.

β˜… 27 C++ 2d ago
tooladda-online / markdown-to-notion

Markdown to Notion Converter β€” Paste, upload, or drag & drop Markdown and get clean, Notion API-compatible Block JSON instantly β€” with nested lists, checklists, tables, callouts, code blocks, toggles, and equations. Nothing ever leaves your browser. Free on ToolAdda.online.

β˜… 26 28d ago