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

Detect and track blobs in video

Clima's Land Model

Clima's Land Model

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

Quantum Toolbox in Julia

Total Variation Regularized Numerical Differentiation

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

A Julia repository for linear algebra with infinite matrices

Julia Bindings for Atomic Simulation Environment

Makie plotting recipes for Gridap

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

Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)

Create parameter estimation problems for ODE models

Time stepping for Gridap

Common hyperparameter scheduling for ML

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

Exploring the computational power of fermionic quantum systems. Ab initio computation and basis set optimization for electronic structure problems.

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.

Solvers for steady states in scientific machine learning (SciML)

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.

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

Simulation of simple controls problems in Julia

Quantum dynamics simulation environment

Provides PETSc solvers to the Gridap project

A turbulence-convection single column model cloud parameterization.

DPFEHM: A Differentiable Subsurface Flow Simulator

A scaffolding for building inviscid flow models

TrixiParticles.jl: Particle-based multiphysics simulations in Julia

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

Differential equations on manifolds

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

Simplicial sets and other combinatorial models of geometric spaces

Julia interface to hypre linear solvers (https://github.com/hypre-space/hypre)

Learning state-space targets in dynamical systems

A Julia package for Aeroacoustics

A Julia implementation of Bayesian linear regression using marginal likelihood for hyperparameter optimization, as presented in Chris Bishop's book.

A package for representing quasi arrays with continuous indices

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