There are 8 repositories under chemical-reactions topic.
A tool for retrosynthetic planning
3d engine implementation in DNA code!
Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.
Reaction fingerprints, atlases and classification. Code complementing our Nature Machine Intelligence publication on "Mapping the space of chemical reactions using attention-based neural networks" (http://rdcu.be/cenmd).
Chemical reaction data & benchmarks. Extraction and cleaning of data from Open Reaction Database (ORD)
This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Python. The course will cover various topics, such as basic Python syntax, data structures, solving ODEs, stoichiometry, data visualization and basic data analysis.
A graph neural network for the prediction of bond dissociation energies for molecules of any charge.
Computer-aided synthesis planning
Contrastive pretraining to learn chemical reaction representations (RxnRep) for downstream tasks.
A code for calculating the standard state thermodynamic properties at a given temperature and pressure.
Julia Catalyst.jl importers for various reaction network file formats like BioNetGen and stoichiometry matrices
User-friendly 2D chemical structure drawing tool
A GGNN-GWM based step-wise framework for Chemical Synthesis Prediction
Python library for optimizing molecular structures and determining chemical reaction pathways.
Simple coupled level set with volume of fraction (sCLSVOF) solver integrated with transport of species
Book on Chemical Reactions and Dynamical Systems
Simple web application for prediction of reaction rate constant through machine learning models using molecular fingerprints.
This repo contains the code for the paper "Data-driven discovery of multiscale chemical reactions governed by the law of mass action"
MATLAB modelling of Electric Arc Furnace under continuous operation.
Simple Chemical Reaction Calculator
Tools for analysis of nuclear magnetic resonance (NMR) spectra using the Wasserstein metric.
Automated chemical reaction networking with long-timescale kinetic simulations in Julia
The user inserts a chemical reaction and the programme outputs n(t), C(t) (if appropriate) and U(t) plots by simulating the reaction.
Python interface to the OpenSMOKE++ library
The chemical reaction compound atom-to-atom mapping research project.
The NeoChemSynthWave: Data project.
A Windows application that provides information about the chemical elements, and a conversion tool between mole and mass fractions for a mixture of up to five constituents.
The computer-assisted chemical synthesis data source research project.
This project can calculate limiting and excess reactants, and theoretical outputs, given a balanced chemical equation.
Research project and literature review focused on integrating SMILES-based retrosynthesis using attention-based encoder-decoder and transformer models into AstraZeneca’s AiZynthFinder retrosynthetic planning tool.
Two phase gas-liquid mass transfer and reaction. Gas travels in plug flow and liquid phase is ideally mixed.
Electrophysiology Chemical Drug Signal Identification, Fentanyl data...