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Catalyst.jl
Julia

Catalyst.jl

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

by SciML · GitHub
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Julia
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biologychemical-reactionsdifferential-equationsJulia
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In plain words

Model and simulate chemical reactions and biological systems using a user-friendly programming language.

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2026-07-202026-08-31
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📄 About

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Catalyst.jl has 523 stars on GitHub. It has been forked 81 times. Catalyst.jl is written mainly in Julia. It has been in active development since 2017. Its main topics are biology, chemical-reactions, differential-equations, dsl.

Frequently asked questions

What is Catalyst.jl?

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Is Catalyst.jl open source?

Catalyst.jl is an open-source project.

Is Catalyst.jl free?

Yes. Catalyst.jl is free and open source — you can use, modify and self-host it.

What language is Catalyst.jl written in?

Catalyst.jl is written mainly in Julia.

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