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Royal Society of Chemistry, Chemical Science, 44(11), p. 12036-12046, 2020

DOI: 10.1039/d0sc04641h

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Unveiling the molecular mechanism of SARS-CoV-2 main protease inhibition from 137 crystal structures using algebraic topology and deep learning

Journal article published in 2020 by Duc Duy Nguyen, Kaifu Gao, Jiahui Chen, Rui Wang ORCID, Guowei Wei ORCID
This paper is made freely available by the publisher.
This paper is made freely available by the publisher.

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Abstract

By integrating algebraic topology and deep learning, we provide a reliable ranking of binding affinities, binding site analysis, and fragment decomposition for 137 SARS-CoV-2 main protease inhibitors.