Dependency Packages
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RigidBodySim.jl71Simulation and visualization of articulated rigid body systems in Julia
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HighDimPDE.jl71A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality
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QuantumCumulants.jl70Generalized mean-field equations in open quantum systems
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ODINN.jl68Global glacier model using Universal Differential Equations for climate-glacier interactions
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WorldDynamics.jl65An open-source framework written in Julia for global integrated assessment models.
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ModelPredictiveControl.jl63An open source model predictive control package for Julia.
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CellMLToolkit.jl62CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.
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AtomicGraphNets.jl62Atomic graph models for molecules and crystals in Julia
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Conductor.jl61Choo-choo
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FMIFlux.jl55FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.
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RobustAndOptimalControl.jl55Robust and optimal design and analysis of linear control systems
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Sophon.jl54Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
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TORA.jl51Trajectory Optimization for Robot Arms
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DeepEquilibriumNetworks.jl49Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
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SymbolicControlSystems.jl49C-code generation and an interface between ControlSystems.jl and SymPy.jl
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MinimallyDisruptiveCurves.jl49Finds relationships between the parameters of a mathematical model
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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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SpectralDistances.jl46Measure the distance between two spectra/signals using optimal transport and related metrics
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ClimaTimeSteppers.jl46A CPU- and GPU-friendly package for solving ordinary differential equations
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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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InformationGeometry.jl40Methods for computational information geometry
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Petri.jl40A Petri net modeling framework for the Julia programming language
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SBMLToolkit.jl39SBML differential equation and chemical reaction model (Gillespie simulations) for Julia's SciML ModelingToolkit
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BlobTracking.jl36Detect and track blobs in video
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QuantumToolbox.jl35Quantum Toolbox in Julia
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HierarchicalEOM.jl35An efficient Julia framwork for Hierarchical Equations of Motion (HEOM) in open quantum systems
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Plasma.jl34An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.
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ModelOrderReduction.jl34High-level model-order reduction to automate the acceleration of large-scale simulations
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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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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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SteadyStateDiffEq.jl30Solvers for steady states in scientific machine learning (SciML)
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Controlz.jl30Simulation of simple controls problems in Julia
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TrixiParticles.jl29TrixiParticles.jl: Particle-based multiphysics simulations in Julia
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PDESystemLibrary.jl28A library of systems of partial differential equations, as defined with ModelingToolkit.jl in Julia
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BioEnergeticFoodWebs.jl28A unified interface for simulations of the Bio-Energetic model on food webs
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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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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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