Author

S. Sinai

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. Y. Shaw· 1 shared D. Ding· 1 shared D. S. Marks· 1 shared D. Savage· 1 shared M. T. Laub· 1 shared N. J. Rollins· 1 shared N. Prywes· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

A. Y. Shaw

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1 paper

Recent·Most cited

BioengineeringbioRxivOct 31, 2022

Protein design using structure-based residue preferences

D. Ding, A. Y. Shaw, S. Sinai…·D. S. Marks

This paper introduces a method to design functional proteins using residue preferences derived from structural data, showing high accuracy in predicting combinatorial mutation effects.

DOI 10.1038/s41467-024-45621-4

protein sequencedeep learning

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