Author

Ryan L. Hard

University of California San DiegoORCID 0000-0003-0434-804XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:protein sequence· 1

Frequent Co-Authors

Jonathan ParkinsoniD· 1 shared Wei WangiD· 1 shared Young Su KoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Jonathan ParkinsonORCID

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1 paper

Recent·Most cited

BioinformaticsAdvanced SciencePeer-reviewedSep 4, 2025

RESP2: An uncertainty aware multi-target multi-property optimization AI pipeline for antibody discovery

Jonathan Parkinson, Ryan L. Hard, Young Su Ko, Wei Wang

RESP2 is an AI pipeline for antibody discovery that optimizes multiple properties and targets, achieving high success rates in binding affinity and specificity.

6 citations

protein sequencedeep learning

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