Photonic crystals in Julia 🦚

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

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Clima's Land Model

Clima's Land Model

The ideal tool for exploring global marine biogeochemical cycles.

Detect and track blobs in video

Quantum Toolbox in Julia

Programming Gemm Kernels on NVIDIA GPUs with Tensor Cores in Julia

Total Variation Regularized Numerical Differentiation

CUDA extension for Yao.jl

Julia package for Hidden Markov Model

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

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

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

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FractionalCalculus.jl: A Julia package for high performance, comprehensive and high precision numerical fractional calculus computing.

Julia Bindings for Atomic Simulation Environment

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

A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.

Create parameter estimation problems for ODE models

Time stepping for Gridap

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

Rigorous Coupled-Wave Analysis (RCWA) for nanophotonics simulations

Unitful and differentiable gravitational N-body simulation code in Julia

Solver for two-dimensional conservation equations using the finite volume method in Julia.

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

3D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods.

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.

Generative Models with trainable conditional distributions in Julia!

Provide some MPS-based algorithms such as DMRG and TDVP.

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

Quantum dynamics simulation environment

DPFEHM: A Differentiable Subsurface Flow Simulator

Neural Network based models for Natural Language Processing

A turbulence-convection single column model cloud parameterization.

Differentiable matrix factorizations using ImplicitDifferentiation.jl.

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.

Digital quantum circuit simulator written in Julia

Solvers for steady states in scientific machine learning (SciML)