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Fusing 2D and 3D molecular graphs as unambiguous molecular descriptors for conformational and chiral...

Fusing 2D and 3D molecular graphs as unambiguous molecular descriptors for conformational and chiral...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2755580210

Fusing 2D and 3D molecular graphs as unambiguous molecular descriptors for conformational and chiral stereoisomers

About this item

Full title

Fusing 2D and 3D molecular graphs as unambiguous molecular descriptors for conformational and chiral stereoisomers

Publisher

England: Oxford University Press

Journal title

Briefings in bioinformatics, 2023-01, Vol.24 (1)

Language

English

Formats

Publication information

Publisher

England: Oxford University Press

More information

Scope and Contents

Contents

Abstract
The rapid progress of machine learning (ML) in predicting molecular properties enables high-precision predictions being routinely achieved. However, many ML models, such as conventional molecular graph, cannot differentiate stereoisomers of certain types, particularly conformational and chiral ones that share the same bonding connectivi...

Alternative Titles

Full title

Fusing 2D and 3D molecular graphs as unambiguous molecular descriptors for conformational and chiral stereoisomers

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_2755580210

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2755580210

Other Identifiers

ISSN

1467-5463,1477-4054

E-ISSN

1477-4054

DOI

10.1093/bib/bbac560

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