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Projects in Awesome Lists tagged with chemical-reactions

A curated list of projects in awesome lists tagged with chemical-reactions .

https://github.com/sciml/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.

biology chemical-reactions differential-equations dsl gillespie-algorithm julia ode rate-laws reaction-network scientific-machine-learning sciml sde simulation systems-biology systems-biology-simulation

Last synced: 13 Apr 2025

https://github.com/SciML/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.

biology chemical-reactions differential-equations dsl gillespie-algorithm julia ode rate-laws reaction-network scientific-machine-learning sciml sde simulation systems-biology systems-biology-simulation

Last synced: 30 Mar 2025

https://github.com/mjwen/bondnet

A graph neural network for the prediction of bond dissociation energies for molecules of any charge.

bond-dissociation-energy chemical-reactions graph-neural-networks reaction-fingerprints

Last synced: 11 Nov 2024

https://github.com/mjwen/rxnrep

Contrastive pretraining to learn chemical reaction representations (RxnRep) for downstream tasks.

chemical-reactions contrastive-learning graph-neural-networks reaction-classification reaction-fingerprints

Last synced: 11 Nov 2024

https://github.com/theochem/gopt

Python library for optimizing molecular structures and determining chemical reaction pathways.

chemical-reactions geometry-optimization quantum-chemistry reaction-path

Last synced: 17 Nov 2024

https://github.com/sobakavosne/chemist-preprocessor

A mid-level abstraction layer (pre-processor) that leverages Neo4j's low-level driver.

bioinformatics chemical-reactions docker hasbolt haskell neo4j

Last synced: 27 Feb 2025

https://github.com/sobakavosne/chemist-engine

Analytical engine API utilized Catalyst.jl and Rreaktoro

chemical-reactions chemistry

Last synced: 10 Mar 2025

https://github.com/kneth/mdreac

Molecular Dynamics simulation coupled with chemical reactions

c chemical-reactions fortran molecular-dynamics

Last synced: 19 Feb 2025

https://github.com/mikaelfangel/crn-plus-plus

👩🏻‍🔬 Implementation of the molecular programming language CRN++

biology chemical-reactions compiler crn crn-simulator interpreter molecular plotting programming-language simulator

Last synced: 11 Feb 2025

https://github.com/kalpanabaheti/water-quality-analysis

A balanced distribution of domain expertise (Chemical dependence and stoichiometry) and machine learning algorithms to derive the most accurate estimate of water quality over given time. Emphasis on algorithms that have been tweaked to bring about good results. Proof-driven and tested concept.

artificial-intelligence biostatistics chemical-reactions curve-fitting data-science djikstra machine-learning regression-algorithms

Last synced: 25 Feb 2025

https://github.com/prabhu1127/bords-portfolio

BORDS is an open-access reaction search engine that leverages Google's Open Reaction Database to provide ultra-fast, comprehensive access to millions of chemical reactions. Built with a modern cloud stack, it streamlines reaction data extraction, transformation, and indexing for researchers in chemistry and related fields.

chemical-reactions data-indexing elastic-search etl flask google-cloud open-access ord react reaction-search

Last synced: 07 Mar 2025