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

A component library based on ModelingToolkit

Tensor networks for quantum error correction.

Unitary and Lindbladian evolution in Julia

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

🌎 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.

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

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

ClimaCoupler: bringing atmosphere, land, and ocean together

Deep Learning made easy and fast

Tools for the Simulation and Execution of Quantum Annealing Algorithms

A Julia wrapper for the NVIDIA Collective Communications Library.

Geothermal Cloud for Machine Learning

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

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

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

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

Diagnostics for Oceananigans

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A tool to solve optimal control problem

Abstraction layer for spanning factor graphs over various technologies

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

Flux reconstruction method for advection-diffusion type physics

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

Symbolic-Numeric Universal Differential Equations for Automating Scientific Machine Learning (SciML)

Julia package for general many-body exact diagonalization calculation.

Useful Layers for Knet

Astrodynamics with units! Provides common astrodynamics calculations, plotting, and iterative Halo, Kepler, and Lambert solvers.

The Julia implementation of the generalised hierarchical Gaussian filter

SeaPearl's pool of examples

Differentiable tree-based models for tabular data

Astrodynamics with units! Provides common astrodynamics calculations, plotting, and iterative Halo, Kepler, and Lambert solvers.

Parallel tools for ITensors.jl.

Welcome to Peridynamic Laboratory (PeriLab), a powerful software solution designed for tackling Peridynamic problems.

Piecewise Deterministic Markov Processes in Julia

A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods

MDToolbox.jl: A Julia package for molecular dynamics trajectories analysis and modeling of biomolecules

Common interface bindings for the MATLAB ODE solvers via MATLAB.jl for the SciML Scientific Machine Learning ecosystem

A tool for visualizing tensor network contractions.