Author

Guy Yanai

University of Haifa

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Gabriel AxeliD· 1 shared Liam M. LongoiD· 1 shared Nir Ben‐TaliD· 1 shared Rachel KolodnyiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Gabriel AxelORCID

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1 paper

Recent·Most cited

Contrastive learning unites sequence and structure in a global representation of protein space

Guy Yanai, Gabriel Axel, Liam M. Longo, Nir Ben‐Tal, Rachel Kolodny

This paper introduces CLSS, a contrastive learning model that co-embeds protein sequences and structures, revealing evolutionary relationships and structural transitions.

Proceedings of the National Academy of Sciences · Aug 3, 2026Peer-reviewedBioinformatics