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Xiangyan93 authored Nov 16, 2023
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# ALMS (Active Learning Molecular Simulation)
ALMS is a program designed to generate large-scale molecular property data sets using machine learning and computational chemistry techniques.
ALMS is a program designed to generate large-scale molecular property data sets using machine learning and computational chemistry techniques. [Efficient Exploration of Chemical Compound Space Using Active Learning for Prediction of Thermodynamic Properties of Alkane Molecules](https://pubs.acs.org/doi/full/10.1021/acs.jcim.3c01430).

It contains three main parts.
- Active Learning ([Gaussian Process Regression, Marginalized Graph Kernel](https://github.com/xiangyan93/Chem-Graph-Kernel-Machine)).
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