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finitestateprojection.jl

Finite State Projection algorithms for chemical reaction networks

finitevolumemethod.jl

Solver for two-dimensional conservation equations using the finite volume method in Julia.

finitevolumemethod1d.jl

Implementation of the finite volume method in 1D.

functionproperties.jl

A SciML symbolic-numeric compiler tool for investigating functions in order to perform optimizations

functionwrapperswrappers.jl

geometricintegratorsdiffeq.jl

Wrappers for GeometricIntegrators.jl into the SciML common interface for scientific machine learning (SciML)

globaldiffeq.jl

Differential equation solvers with global error estimation

globalsensitivity.jl

Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

helicoptersciml.jl

Helicopter Scientific Machine Learning (SciML) Challenge Problem

highdimpde.jl

A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality

ifelse.jl

Under some conditions you may need this function

integrals.jl

A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

irkgausslegendre.jl

Implicit Runge-Kutta Gauss-Legendre 16th order (Julia)

juliacon2017

JuliaCon 2017 Workshop

juliacon2022_catalyst_workshop

juliatorch

Convert Julia functions to PyTorch autograd functions

jumpprocesses.jl

Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with differential equations and scientific machine learning (SciML)

labelledarrays.jl

Arrays which also have a label for each element for easy scientific machine learning (SciML)

linearsolve.jl

LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.

linesearch.jl

Line Search Algorithms

mathml.jl

Julia MathML parser

matlabdiffeq.jl

Common interface bindings for the MATLAB ODE solvers via MATLAB.jl for the SciML Scientific Machine Learning ecosystem

maybeinplace.jl

Rewrite Inplace Operations to be OOP if needed

methodoflines.jl

Automatic Finite Difference PDE solving with Julia SciML

minimallydisruptivecurves.jl

Finds relationships between the parameters of a mathematical model

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

modelingtoolkitcourse

A course on composable system modeling, differential-algebraic equations, acausal modeling, compilers for simulation, and building digital twins of real-world devices

modelingtoolkitneuralnets.jl

Symbolic-Numeric Universal Differential Equations for Automating Scientific Machine Learning (SciML)

modelingtoolkitstandardlibrary.jl

A standard library of components to model the world and beyond

modelorderreduction.jl

High-level model-order reduction to automate the acceleration of large-scale simulations