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Tang Kun's Projects

aaron icon aaron

AARON (An Automated Reaction Optimizer for New catalysts) automates DFT optimizations of TS structures for asymmetric catalytic reactions.

aarontools.py icon aarontools.py

Python tools for automating routine tasks encountered when running quantum chemistry computations.

aipes icon aipes

AIPES is a library that combines the subroutines provided by the atomic simulation environment (ASE), such as the dimer method, nudged elastic band (NEB), molecular dynamics (MD), and global optimization (GO), with machine learning techniques. The key idea is to predict the potential energy surface (PES) with machine learning based calculator train

amk_tools icon amk_tools

Generation of visualization dashboards for reaction networks in AutoMeKin, including networks, energies, molecular models and profiles, based in Bokeh

aqme icon aqme

Automated Quantum Mechanical Environments (AQME) offers transparent and reproducible workflows available for Jupyter Notebooks and command lines, including: 1) RDKit- and CREST-based conformer generation, 2) QM input file creation, 3) post-processing of QM output files, 4) generation of xTB, DFT and RDKit descriptors. https://aqme.readthedocs.io

aqml icon aqml

Amons-based quantum machine learning for quantum chemistry

ard_gsm icon ard_gsm

Automated reaction discovery and dataset generation with the growing string method

autode icon autode

automated reaction profile generation

autodias icon autodias

autoDIAS: a python tool for an automated Distortion/Interaction Activation Strain Analysis

automekin icon automekin

Automated discovery of reaction Mechanisms and Kinetics

casp-and-dataset-performance icon casp-and-dataset-performance

Source code and documentation of a computer assisted synthesis planning (CASP) tool used for the analysis of reaction datasets.

catmap icon catmap

Catalyst Micro-kinetic Analysis Package for automated creation of micro-kinetic models used in catalyst screening

cgrtools icon cgrtools

CGRs, molecules and reactions manipulation

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

chemspax icon chemspax

A Python tool for local chemical space exploration of any structure based on their 3D geometry

cosmosac icon cosmosac

A Benchmark Implementation of COSMO-SAC

drfp icon drfp

An NLP-inspired chemical reaction fingerprint based on basic set arithmetic.

e3nn icon e3nn

A modular framework for neural networks with Euclidean symmetry

edgegat icon edgegat

graph neural network layer for Deep Graph Library with pytorch backend

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