Evolutionary-scale prediction of atomic-level protein structure with a language model
Science 379(6637), 1123–1130, published online 16 March 2023. Dates from the PubMed record (". 2023 Mar 17;379(6637):1123-1130 … Epub 2023 Mar 16"): electronic publication 16 March 2023, issue 17 March 2023. Submission and acceptance dates are not stated there. The journal expression itself could not be retrieved; an earlier preprint expression exists and was not retrieved.
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- Authors credited
- Brian Hie · Zeming Lin · Alexander Rives
- Dates
- Published 2023-03-16 authorship evidence authorship evidence authorship evidence
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- Evolutionary-scale prediction of atomic-level protein structure with a language model (PubMed record) National Library of Medicine (PubMed), reproducing the Science abstract · published 2023-03-16 · Retrieved for the candidate pack on 2026-10-30 (SHA-256 fb6d3954e09ed7704c21063327f72f9f7858cc845d504dbf323f845d75f525f2). PubMed record 36927031 as served on 2026-10-30, carrying the abstract, author list and dates of Science 379(6637):1123–1130; science.org refuses direct retrieval and the article is not in PMC. Its wording can change; earlier wording is not authenticated.
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- Author: Brian HieBrian Hie is credited as a co-author of Lin et al., ‘Evolutionary-scale prediction of atomic-level protein structure with a language model’ (Science, 2023), according to its PubMed record.2023-03-16 · publication · Stated in source · Supported Rests on reportingInspect claim & evidence ↗Brian Hie: person page →
- Author: Zeming LinZeming Lin is credited as the lead-listed author of ‘Evolutionary-scale prediction of atomic-level protein structure with a language model’ (Science, 2023), according to its PubMed record.2023-03-16 · publication · Stated in source · Supported Rests on reportingInspect claim & evidence ↗Zeming Lin: person page →
- Author: Alexander RivesAlexander Rives is credited as the last-listed author of Lin et al., ‘Evolutionary-scale prediction of atomic-level protein structure with a language model’ (Science, 2023), according to its PubMed record.2023-03-16 · publication · Stated in source · Supported Rests on reportingInspect claim & evidence ↗Alexander Rives: person page →
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- StatementDirect inference of atomic-level structure from sequence with a language model“We demonstrate direct inference of full atomic-level protein structure from primary sequence using a large language model.”abstract as reproduced in the PubMed recordInspect claim & evidence ↗
- StatementESM Metagenomic Atlas: structures predicted for more than 617 million sequences“We apply this capability to construct the ESM Metagenomic Atlas by predicting structures for >617 million metagenomic protein sequences, including >225 million that are predicted with high confidence”abstract as reproduced in the PubMed recordInspect claim & evidence ↗