Author

Kevin P. Greenman

Catholic Institute of TechnologyORCID 0000-0002-6466-1401Unclaimed ORCID profile · follow to get notified of new preprints

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Bioengineering· 1

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:protein sequence· 1

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Ava P. AminiiD· 1 shared Kevin YangiD· 1 shared

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BioengineeringPLoS Computational BiologyPeer-reviewedJan 7, 2025

Benchmarking Uncertainty Quantification for Protein Engineering

Kevin P. Greenman, Ava P. Amini, Kevin Yang

This study benchmarks deep learning uncertainty quantification methods on protein sequence-function regression tasks to improve biological sequence design.

33 citationstop 3%

protein sequencedeep learning

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