Author

Ziyue Yang

University of RochesterORCID 0000-0002-1658-0260Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:Bayesian inference· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

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Andrew D. WhiteiD· 1 shared Katarina A. MilasiD· 1 shared

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2022-2022 · peak 1/yr

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1 shared paperBioinformatics

Andrew D. WhiteORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 5, 2022

Now What Sequence? Pre-trained Ensembles for Bayesian Optimization of Protein Sequences

Ziyue Yang, Katarina A. Milas, Andrew D. White

The paper uses pre-trained sequence models with Bayesian optimization to design protein sequences with minimal labeled data, achieving efficient peptide inhibitor design.

14 citations

protein sequenceBayesian inference

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