Comparing performance and results of mcmc options using Julia

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Photonic crystals in Julia 🦚

Julia package for PEPS algorithms

Clima's Land Model

Clima's Land Model

Programming Gemm Kernels on NVIDIA GPUs with Tensor Cores in Julia

Julia package for Hidden Markov Model

CUDA extension for Yao.jl

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

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

Rigorous Coupled-Wave Analysis (RCWA) for nanophotonics simulations

Unitful and differentiable gravitational N-body simulation code in Julia

Generative Models with trainable conditional distributions in Julia!

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

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

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.

A turbulence-convection single column model cloud parameterization.

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.

Sparse multidimensional arrays using a DOK format, with support for TensorOperations.jl

Digital quantum circuit simulator written in Julia

Neural Network based models for Natural Language Processing

This package simulates the behaviors of an ensemble of phytoplankton individuals.

Quantum dynamics simulation environment

TensorOperations.jl compatible fast contractor for Julia, based on TBLIS, with generic strides and automatic differentiation support, within 400 lines.

Unitary and Lindbladian evolution in Julia

Tensor networks for quantum error correction.

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🌎 Tools for realistic regional-to-global ocean simulations, and coupled ocean + sea-ice simulations based on Oceananigans and ClimaSeaIce. Basis for the ocean and sea-ice component of CliMA's Earth system model.

Deep Learning made easy and fast

ClimaCoupler: bringing atmosphere, land, and ocean together

Geothermal Cloud for Machine Learning

A Julia wrapper for the NVIDIA Collective Communications Library.

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

Three Dimensional Magnetohydrodynamic(MHD) pseudospectral solvers written in julia with FourierFlows.jl

Diagnostics for Oceananigans

An easy to use Flux implementation of the Kolmogorov Arnold Network. This is a Julia version of TorchKAN.

Flux reconstruction method for advection-diffusion type physics

Julia package for general many-body exact diagonalization calculation.