Author

Devin G. Kelly

University of PennsylvaniaORCID 0000-0001-9063-4899Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

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Gregory R. BowmaniD· 1 shared Prajna MishraiD· 1 shared Rachit KumariD· 1 shared Si ZhangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBiophysics

Gregory R. BowmanORCID

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1 paper

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BiophysicsbioRxivPreprintMay 23, 2026

AE-PocketMiner Uses Attention to Simultaneously Predict Cryptic Pockets and Their Allosteric Coupling

Si Zhang, Prajna Mishra, Devin G. Kelly…·Gregory R. Bowman

AE-PocketMiner predicts cryptic protein pockets and their allosteric coupling using a graph neural network, outperforming existing methods and validating predictions experimentally.

1 citation

protein structuredeep learning