Author

Philipp Krähenbühl

The University of Texas at AustinORCID 0000-0002-9846-4369Unclaimed 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 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Adam R. KlivansiD· 1 shared Chengyue GongiD· 1 shared Daniel J. DiaziD· 1 shared Jeffrey Ouyang-ZhangiD· 1 shared Yue ZhaoiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBioinformatics

Adam R. KlivansORCID

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1 paper

Recent·Most cited

Distilling structural representations into protein sequence models

Jeffrey Ouyang-Zhang, Chengyue Gong, Yue Zhao, Philipp Krähenbühl, Adam R. Klivans, Daniel J. Diaz

The paper introduces ISM, a sequence-only model that improves upon ESM2 by incorporating structural information, achieving better performance on mutation stability and structure prediction tasks.

bioRxiv · Nov 8, 2024 · PreprintBioinformatics