Author

S. G. LEVINE

ORCID 0000-0002-1696-5099Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:proteomics· 1

Frequent Co-Authors

Abigail B. VenturaiD· 1 shared Alexander Brown· 1 shared Anand V. SastryiD· 1 shared Andrew L. StachyraiD· 1 shared Ariel Schwartz· 1 shared Borka Medjo· 1 shared Cailen M. McCloskey· 1 shared Christa Kohnert· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Abigail B. VenturaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 16, 2022

Antibody optimization enabled by artificial intelligence predictions of binding affinity and naturalness

Sharrol T. Bachas, Goran Rakocevic, David Spencer…·Roberto Spreafico

Language models trained on high-throughput affinity data predict KD of unseen antibody variants across three orders of magnitude, and a "naturalness" score can be optimised alongside affinity.

63 citations

proteomicsdeep learning