Author

Kaia Slaw

Dana-Farber Cancer InstituteORCID 0009-0000-2322-1373Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:protein structure· 2 Approach:contrastive learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Nicholas F. PolizziiD· 2 shared Azim M. DharaniiD· 1 shared Benjamin N. FryiD· 1 shared Diangen LiniD· 1 shared Eric S. FischeriD· 1 shared Fei CheniD· 1 shared Franziska L. SendkeriD· 1 shared Jing Wesley LeongiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioengineering

Nicholas F. PolizziORCID

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintSep 29, 2026

Deep-learning-based design of an orthogonal self-labeling protein from K-Ras(G12C)

Jody Mou, Jing Wesley Leong, Sean Gao…·Nicholas F. Polizzi

This paper designs an orthogonal self-labeling protein, LUCI-tag, using deep learning, which enables rapid and payload-agnostic labeling of proteins in live cells.

DOI 10.64898/2026.09.27.754867

protein structuredeep learning

𝕏 PostBluesky

BioengineeringNaturePeer-reviewedJun 24, 2026

Zero-shot design of drug-binding proteins via neural selection-expansion

Benjamin N. Fry, Kaia Slaw, Nicholas F. Polizzi

This paper introduces a method using two neural networks to design drug-binding proteins with high affinity, surpassing current state-of-the-art methods.

10 citationstop 1%

protein structureprotein sequence

𝕏 PostBluesky