Dependency Packages
-
NeuralPDE.jl966Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
-
DiffEqTutorials.jl713Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
-
Catalyst.jl455Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.
-
DataDrivenDiffEq.jl405Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization
-
MethodOfLines.jl157Automatic Finite Difference PDE solving with Julia SciML
-
DiffEqBayes.jl121Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
-
ODEFilters.jl118Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
-
SymbolicNumericIntegration.jl116SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals
-
ModelingToolkitStandardLibrary.jl112A standard library of components to model the world and beyond
-
FunctionalModels.jl112Equation-based modeling and simulations in Julia
-
PowerDynamics.jl104Package for dynamical modeling of power grids
-
ModelingToolkitDesigner.jl94A helper tool for visualizing and editing a ModelingToolkit.jl system connections
-
OrbitalTrajectories.jl83OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.
-
EasyModelAnalysis.jl79High level functions for analyzing the output of simulations
-
ParameterizedFunctions.jl77A simple domain-specific language (DSL) for defining differential equations for use in scientific machine learning (SciML) and other applications
-
ReactionMechanismSimulator.jl72The amazing Reaction Mechanism Simulator for simulating large chemical kinetic mechanisms
-
QuantumCumulants.jl70Generalized mean-field equations in open quantum systems
-
ODINN.jl68Global glacier model using Universal Differential Equations for climate-glacier interactions
-
WorldDynamics.jl65An open-source framework written in Julia for global integrated assessment models.
-
CellMLToolkit.jl62CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.
-
Conductor.jl61Choo-choo
-
Sophon.jl54Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
-
MinimallyDisruptiveCurves.jl49Finds relationships between the parameters of a mathematical model
-
MomentClosure.jl44Tools to generate and study moment equations for any chemical reaction network using various moment closure approximations
-
InformationGeometry.jl40Methods for computational information geometry
-
SBMLToolkit.jl39SBML differential equation and chemical reaction model (Gillespie simulations) for Julia's SciML ModelingToolkit
-
Plasma.jl34An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.
-
ModelOrderReduction.jl34High-level model-order reduction to automate the acceleration of large-scale simulations
-
PEtab.jl33Create parameter estimation problems for ODE models
-
PDESystemLibrary.jl28A library of systems of partial differential equations, as defined with ModelingToolkit.jl in Julia
-
ParameterEstimation.jl27ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.
-
Ai4EComponentLib.jl27A component library based on ModelingToolkit
-
ReactionNetworkImporters.jl26Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices
-
NeuronBuilder.jl24Builds conductance based neural networks iteratively, from ion channels and synapses
-
BlockSystems.jl23-
-
OptControl.jl23A tool to solve optimal control problem
-
ModelingToolkitNeuralNets.jl22Symbolic-Numeric Universal Differential Equations for Automating Scientific Machine Learning (SciML)
-
GeneralAstrodynamics.jl21Astrodynamics with units! Provides common astrodynamics calculations, plotting, and iterative Halo, Kepler, and Lambert solvers.
-
MATLABDiffEq.jl20Common interface bindings for the MATLAB ODE solvers via MATLAB.jl for the SciML Scientific Machine Learning ecosystem
-
FiniteStateProjection.jl19Finite State Projection algorithms for chemical reaction networks
Loading more...