Author

Kiera H. Sumida

University of WashingtonORCID 0000-0003-2773-9676Unclaimed 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 Research Focus:drug response / drug discovery· 2 Research Focus:protein design· 2 Approach:diffusion model· 1 Assay:protein sequence· 1 Assay:protein structure· 1

Frequent Co-Authors

David A. BakeriD· 2 shared Alex KangiD· 1 shared Alex Shida· 1 shared Andrew C. HuntiD· 1 shared Anna LaukoiD· 1 shared Asim K. BeraiD· 1 shared Banumathi SankaraniD· 1 shared Brianne R. KingiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBiochemistry

David A. BakerORCID

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2 papers

Recent·Most cited

BiochemistrySciencePeer-reviewedFeb 13, 2025

Computational design of serine hydrolases

Anna Lauko, Samuel J. Pellock, Kiera H. Sumida…·David A. Baker

This study designs novel serine hydrolases with high catalytic efficiency using computational methods, achieving structures close to design models and distinct from natural enzymes.

257 citationstop 1%

protein structuredeep learning

𝕏 PostBluesky

BiochemistryAngewandte Chemie International EditionPeer-reviewedOct 12, 2024

Computational stabilization of a non-heme iron enzyme enables efficient evolution of new function

Brianne R. King, Kiera H. Sumida, Jessica L. Caruso…·Jesse G. Zalatan

The paper uses ProteinMPNN to stabilize Fe(II)/KG enzymes, enabling more effective directed evolution of new catalytic functions.

36 citationstop 4%

protein sequencedeep learning

𝕏 PostBluesky