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Rigorous function approximation using Taylor models in Julia

Fast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Falsi, and more rootfinders on a standard interface.

CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.

Atomic graph models for molecules and crystals in Julia

Model and solve optimal control problems in Julia

Darcy flow and reservoir simulator based on Jutul.jl

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

Conic Augmented Lagrangian Interior-Point SOlver

Choo-choo

Distributed Julia arrays using the MPI protocol

Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.

A Power Flow Solver for GPUs in Julia

Functions to compute omnidirectional landscape connectivity using circuit theory and the Omniscape algorithm.

Distributed Data Parallel Training of Deep Neural Networks

Data-parallelism on CUDA using Transducers.jl and for loops (FLoops.jl)

Plotting and interface tools for biology.

FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.

A package with general tools for working with higher-dimensional tensor networks based on ITensor.

Julia interface to AMD/Radeon GPUs

A static method overlay and optimization tool with configurable code generation and execution.

Differentiable trajectory optimization in Julia.

Robust and optimal design and analysis of linear control systems

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Definition of dynamical systems and integrators for DynamicalSystems.jl

Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks

A Julia package for solving nonlinear differential equations using the harmonic balance method.

Checkpointing for Automatic Differentiation

Time dependent variational principle (TDVP) of MPS based on ITensors.jl.

Ambient Noise Cross-Correlation in Julia

A workbench for Quantum Chemistry and Quantum Physics in Julia

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Trajectory Optimization for Robot Arms

A foolproof way of doing ML with GUI elements.

An experimental package for loading and saving object in Python Pickle format.

A few preconditioners for iterative solvers.

Frequency domain, multi-tone harmonic balance, simulation of scattering parameters and noise in nonlinear circuits containing Josephson junctions.

GPU integrations for Dagger.jl

Logic Circuits from the Juice library

C-code generation and an interface between ControlSystems.jl and SymPy.jl