Author

Justin N. Ong

University of Southern CaliforniaORCID 0009-0003-8966-7935Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Colin M. LeafiD· 1 shared Farzad Jalali‐YazdiiD· 1 shared Pearl QiiD· 1 shared Rajiv K. KaliaiD· 1 shared Richard W. RobertsiD· 1 shared Terry T. TakahashiiD· 1 shared Yash GandhiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Colin M. LeafORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintMay 11, 2026

Integrating Diffusion and Liquid AI Models for Predicting Peptide Affinity from mRNA Display Selections

Colin M. Leaf, Pearl Qi, Yash Gandhi…·Richard W. Roberts

The paper predicts peptide binding affinities using machine learning models trained on mRNA display data, identifying high-affinity peptides with single-digit picomolar affinities.

DOI 10.64898/2026.05.05.723033

proteomicsdeep learning

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