Dependency Packages
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SymbolicControlSystems.jl49C-code generation and an interface between ControlSystems.jl and SymPy.jl
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DeepEquilibriumNetworks.jl49Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
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DiffEqPhysics.jl48A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)
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ClimaTimeSteppers.jl46A CPU- and GPU-friendly package for solving ordinary differential equations
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SpectralDistances.jl46Measure the distance between two spectra/signals using optimal transport and related metrics
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DifferentiableStateSpaceModels.jl46-
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MomentClosure.jl44Tools to generate and study moment equations for any chemical reaction network using various moment closure approximations
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BoundaryValueDiffEq.jl42Boundary value problem (BVP) solvers for scientific machine learning (SciML)
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Jutul.jl41Experimental framework for automatic differentiation finite-volume simulators
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NonlinearSchrodinger.jl40A suite of tools for solving Nonlinear Schrodinger equations via higher-order algorithms and Darboux transformations.
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Petri.jl40A Petri net modeling framework for the Julia programming language
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InformationGeometry.jl40Methods for computational information geometry
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SBMLToolkit.jl39SBML differential equation and chemical reaction model (Gillespie simulations) for Julia's SciML ModelingToolkit
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SIIPExamples.jl37Examples of how to use the modeling capabilities developed under the Scalable Integrated Infrastructure Planning Initiative at NREL.
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BlobTracking.jl36Detect and track blobs in video
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NoiseRobustDifferentiation.jl35Total Variation Regularized Numerical Differentiation
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HierarchicalEOM.jl35An efficient Julia framwork for Hierarchical Equations of Motion (HEOM) in open quantum systems
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QuantumToolbox.jl35Quantum Toolbox in Julia
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ASE.jl34Julia Bindings for Atomic Simulation Environment
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ModelOrderReduction.jl34High-level model-order reduction to automate the acceleration of large-scale simulations
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Plasma.jl34An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.
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PEtab.jl33Create parameter estimation problems for ODE models
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ElectricGrid.jl31A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters
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Attractors.jl31Find attractors (and their basins) of dynamical systems. Perform global continuation. Study global stability (a.k.a. non-local, or resilience). Also tipping points functionality.
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TurbulenceConvection.jl30A turbulence-convection single column model cloud parameterization.
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IndividualDisplacements.jl30Trajectory simulations for point particles in Ocean, Atmosphere, etc flow fields
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SteadyStateDiffEq.jl30Solvers for steady states in scientific machine learning (SciML)
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QuantumDynamics.jl30Quantum dynamics simulation environment
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DPFEHM.jl30DPFEHM: A Differentiable Subsurface Flow Simulator
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QuantumSavory.jl30A full stack simulator of quantum hardware, from the low-level analog physics to high-level network dynamics. Includes discrete event simulator, symbolic representation for quantum object, and works with many backend simulators.
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Controlz.jl30Simulation of simple controls problems in Julia
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PotentialFlow.jl29A scaffolding for building inviscid flow models
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TrixiParticles.jl29TrixiParticles.jl: Particle-based multiphysics simulations in Julia
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ManifoldDiffEq.jl28Differential equations on manifolds
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BioEnergeticFoodWebs.jl28A unified interface for simulations of the Bio-Energetic model on food webs
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PDESystemLibrary.jl28A library of systems of partial differential equations, as defined with ModelingToolkit.jl in Julia
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ParameterEstimation.jl27ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.
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QSimulator.jl27Unitary and Lindbladian evolution in Julia
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Ai4EComponentLib.jl27A component library based on ModelingToolkit
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ReactionNetworkImporters.jl26Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices
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