Author

Eliot Osher

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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Biochemistry· 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 Research Focus:software / tool· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Devika Prabhakaran· 1 shared Indran Mathavan· 1 shared Ismail Naderi· 1 shared Jeeven Singh· 1 shared Kathy Y. WeiiD· 1 shared Kiana Azimian· 1 shared Klem Simelis· 1 shared Kooshiar Azimian· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBiochemistry

Devika Prabhakaran

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1 paper

Recent·Most cited

An Artificial Intelligence Model for Translating Natural Language into Functional de Novo Proteins

Timothy P. Riley, Mohammad S. Parsa, Pourya Kalantari, Ismail Naderi, Kiana Azimian, Nemya Begloo, Oleg S. Matusovsky, Eliot Osher, Devika Prabhakaran, Rahul Yadav, Klem Simelis, Indran Mathavan, Jeeven Singh, Kooshiar Azimian, Kathy Y. Wei

This paper introduces MP4, a transformer-based model that translates natural language into functional de novo proteins, achieving high performance in sequence realism, fold quality, and function alignment.

ACS Synthetic Biology · Aug 10, 2026Peer-reviewedBiochemistry