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

A simple package for MTK-based model testing

Importers for the BaseModelica standard into the Julia ModelingToolkit ecosystem

ConceptualClimateModels.jl is a Julia package for creating and analysing conceptual models of climate, such as energy balance models, glaciation cycle models, or climate tipping models.

Build equations with informative errors for missing variables by explicitly assigning a process to each variable of the equations

Optimal experimental design of ODE and DAE systems in julia

Import dynamic models in the SBML format into a ReactionSystem for Gillespie, SDE and ODE simulations

Algorithms for the transport of mass and energy in the environment

Common galactic potential models as ModelingToolkit systems!

Common solvers within orbital mechanics and astrodynamics.

A Julia package to import Vensim .xmile files as ModelingToolkit.jl models.

This package provides a numerical method of applying linear noise approximation (LNA) to a given reaction system

Common types and interface for discretizers of ModelingToolkit PDESystems.

A helper tool for visualizing and editing a ModelingToolkit.jl system connections

The julia library for the peccon project

Model associated to Elife paper Rodrigues et al. 2023

A library of systems of partial differential equations, as defined with ModelingToolkit.jl in Julia

High level functions for analyzing the output of simulations

Create parameter estimation problems for ODE models

-

ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.

-

Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks

A package for obtaining the effective time-averaged Lindbladian.

Functions to run the SBML Test Suite with SBMLToolkit, create logs and create reports for the SBML Test Suite Database

A component library based on ModelingToolkit

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

Simulators for kite power systems

A tool to solve optimal control problem

Basic functionality for EarthSciML system

-

Direct solution of the Chemical Master Equation in Julia.

Helper functions with ModelingToolkit

Kite and tether models for the simulation of kite power systems

A package for the development and implementation of continuous-time policy gradient (CTPG) methods.

Automatic Finite Difference PDE solving with Julia SciML

Experimental Approach to McCormick Relaxation Source-Code Transformation

DelaySSAToolkit.jl: a tool in Julia for stochastic simulation with delays

An open-source framework written in Julia for global integrated assessment models.

A standard library of components to model the world and beyond