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Machine learning coarse-grained potentials of protein thermodynamics

Machine learning coarse-grained potentials of protein thermodynamics

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7874019063c44680acebcb0eb6d2fbc6

Machine learning coarse-grained potentials of protein thermodynamics

About this item

Full title

Machine learning coarse-grained potentials of protein thermodynamics

Publisher

London: Nature Publishing Group UK

Journal title

Nature communications, 2023-09, Vol.14 (1), p.5739-5739, Article 5739

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

A generalized understanding of protein dynamics is an unsolved scientific problem, the solution of which is critical to the interpretation of the structure-function relationships that govern essential biological processes. Here, we approach this problem by constructing coarse-grained molecular potentials based on artificial neural networks and grou...

Alternative Titles

Full title

Machine learning coarse-grained potentials of protein thermodynamics

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_7874019063c44680acebcb0eb6d2fbc6

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7874019063c44680acebcb0eb6d2fbc6

Other Identifiers

ISSN

2041-1723

E-ISSN

2041-1723

DOI

10.1038/s41467-023-41343-1

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