Author

Mahdi Shafiei Neyestanak

Scripps Research InstituteORCID 0000-0002-7863-1350Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrew B. WardiD· 1 shared Bryan S. BrineyiD· 1 shared Daniel MuemaiD· 1 shared Jonathan HurtadoiD· 1 shared Judie MaguraiD· 1 shared Karenna NgiD· 1 shared Nasreen IsmailiD· 1 shared Praneeth GangavarapuiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperImmunology

Andrew B. WardORCID

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1 paper

Recent·Most cited

Data-optimal scaling of paired antibody language models

Mahdi Shafiei Neyestanak, Sarah M. Burbach, Karenna Ng, Praneeth Gangavarapu, Jonathan Hurtado, Judie Magura, Nasreen Ismail, Daniel Muema, Thumbi Ndung’u, Andrew B. Ward, Bryan S. Briney

This study derives a scaling law for antibody language models, showing that performance improvements require both large model size and sufficient data.

bioRxiv · Sep 2, 2025 · PreprintImmunology