Author

Itamar Chinn

MIT Computer Science and Artificial Intelligence LaboratoryORCID 0000-0001-5449-8818Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biochemistry· 1 Biophysics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:protein sequence· 2 Approach:transformer / foundation model· 2 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:diffusion model· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Regina BarzilayiD· 2 shared Catherine Van DongeniD· 1 shared G. Zylberberg· 1 shared Gabriele CorsoiD· 1 shared Henry R. KilgoreiD· 1 shared Ilan Mitnikov· 1 shared Jacob SilterraiD· 1 shared Jeremy WohlwendiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

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10 top collaborators · 25 mutual co-author links

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2 shared papersBiochemistry

Regina BarzilayORCID

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2 papers

Recent·Most cited

BiochemistrySciencePeer-reviewedFeb 6, 2025

Protein codes promote selective subcellular compartmentalization

Henry R. Kilgore, Itamar Chinn, Peter G. Mikhael…·Richard A. Young

This study introduces ProtGPS, a protein language model that predicts subcellular compartment localization and identifies mutations affecting this process.

105 citationstop 1%

humanprotein sequence

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BiophysicsbioRxivPreprintNov 19, 2024

✦ In-depth digest

Boltz-1: Democratizing Biomolecular Interaction Modeling

Jeremy Wohlwend, Gabriele Corso, Saro Passaro…·Regina Barzilay

Open-source Boltz-1 predicts biomolecular complex structures comparably to AlphaFold3 and Chai-1 on CASP15 and recent PDB targets; Boltz-steering lets 97% of test-set poses pass physical checks.

529 citations

protein structurestructural biology

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