SBML differential equation and chemical reaction model (Gillespie simulations) for Julia's SciML ModelingToolkit

Examples of how to use the modeling capabilities developed under the Scalable Integrated Infrastructure Planning Initiative at NREL.

A package for multi-dimensional integration using monte carlo methods

Detect and track blobs in video

An efficient Julia framwork for Hierarchical Equations of Motion (HEOM) in open quantum systems

Quantum Toolbox in Julia

Total Variation Regularized Numerical Differentiation

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

Julia Bindings for Atomic Simulation Environment

An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.

Create parameter estimation problems for ODE models

Solves stiff differential algebraic equations (DAE) using variable stepsize backwards finite difference formula (BDF) in the SciML scientific machine learning organization

Time stepping for Gridap

Solving difference equations with DifferenceEquations.jl and the SciML ecosystem.

Find attractors (and their basins) of dynamical systems. Perform global continuation. Study global stability (a.k.a. non-local, or resilience). Also tipping points functionality.

A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters

DPFEHM: A Differentiable Subsurface Flow Simulator

Trajectory simulations for point particles in Ocean, Atmosphere, etc flow fields

A 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.

Solvers for steady states in scientific machine learning (SciML)

Simulation of simple controls problems in Julia

Quantum dynamics simulation environment

A turbulence-convection single column model cloud parameterization.

A scaffolding for building inviscid flow models

Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

TrixiParticles.jl: Particle-based multiphysics simulations in Julia

Differential equations on manifolds

Uncertainty Quantification in Julia

A unified interface for simulations of the Bio-Energetic model on food webs

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

Unitary and Lindbladian evolution in Julia

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

A component library based on ModelingToolkit

Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices

Differential equation problem specifications and scientific machine learning for common financial models

Accelerate your ML research using pre-built Deep Learning Models with Lux

Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem

Tools for the Simulation and Execution of Quantum Annealing Algorithms

Builds conductance based neural networks iteratively, from ion channels and synapses

Simulate quantum systems consisting of many spins interacting via dipole-dipole interaction