Author

K. P. Greenman

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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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A. P. Amini· 1 shared K. K. Yang· 1 shared

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2023-2023 · peak 1/yr

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A. P. Amini

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BioengineeringbioRxivApr 17, 2023

Benchmarking Uncertainty Quantification for Protein Engineering

K. P. Greenman, A. P. Amini, K. K. Yang

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

DOI 10.1371/journal.pcbi.1012639

protein sequencedeep learning

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