trRosettaRNA: automated prediction of RNA 3D structure with transformer network
trRosettaRNA: automated prediction of RNA 3D structure with transformer network
About this item
Full title
Author / Creator
Wang, Wenkai , Feng, Chenjie , Han, Renmin , Wang, Ziyi , Ye, Lisha , Du, Zongyang , Wei, Hong , Zhang, Fa , Peng, Zhenling and Yang, Jianyi
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
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More information
Scope and Contents
Contents
RNA 3D structure prediction is a long-standing challenge. Inspired by the recent breakthrough in protein structure prediction, we developed trRosettaRNA, an automated deep learning-based approach to RNA 3D structure prediction. The trRosettaRNA pipeline comprises two major steps: 1D and 2D geometries prediction by a transformer network; and 3D stru...
Alternative Titles
Full title
trRosettaRNA: automated prediction of RNA 3D structure with transformer network
Authors, Artists and Contributors
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Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_e73bf44fcb834b27bfaba50be86eb52f
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e73bf44fcb834b27bfaba50be86eb52f
Other Identifiers
ISSN
2041-1723
E-ISSN
2041-1723
DOI
10.1038/s41467-023-42528-4
