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Virtual data augmentation method for reaction prediction

Virtual data augmentation method for reaction prediction

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_88a5c921738f48f383aed2cd6cffa976

Virtual data augmentation method for reaction prediction

About this item

Full title

Virtual data augmentation method for reaction prediction

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2022-10, Vol.12 (1), p.17098-17098, Article 17098

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

To improve the performance of data-driven reaction prediction models, we propose an intelligent strategy for predicting reaction products using available data and increasing the sample size using fake data augmentation. In this research, fake data sets were created and augmented with raw data for constructing virtual training models. Fake reaction...

Alternative Titles

Full title

Virtual data augmentation method for reaction prediction

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_88a5c921738f48f383aed2cd6cffa976

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_88a5c921738f48f383aed2cd6cffa976

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-022-21524-6

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