Probing Functional Plasticity in Peptide–Protein Interaction with Minimal Data

Pouriya Bayat, Spencer Perkins, Sebastian Clancy, Sahil Swapnesh Patel, Richard Fei Yin, Krištof Bozovičar, Idorenyin IWE, Serena Singh, Sepehr Bayat, Vivian White, Matthew Xie, Sean Palter, Mohammad Simchi, Ilan Yaniv Zeisler, Keith Pardee

Published: 23 Sept 2025, Last Modified: 18 Oct 2025AI4D3 2025 SpotlightEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Peptide Discovery, Data-Efficient Algorithms, Computational Biology, Machine Learning, GFP
TL;DR: Our pipeline uses limited data to design novel, highly divergent peptides, surpassing traditional dataset requirements for peptide discovery.
Submission Number: 30