Author

Zhizhou Ren

University of Illinois Urbana-Champaign

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Approach:statistical model· 1

Frequent Co-Authors

Fan DingiD· 1 shared Jiahan LiiD· 1 shared Jian PengiD· 1 shared Jianzhu MaiD· 1 shared Yuan ZhouiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Fan DingORCID

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1 paper

Recent·Most cited

Proximal Exploration for Model-guided Protein Sequence Design

Zhizhou Ren, Jiahan Li, Fan Ding, Yuan Zhou, Jianzhu Ma, Jian Peng

This paper introduces Proximal Exploration (PEX) and MuFacNet to improve protein sequence design by prioritizing low-mutation high-fitness mutants and predicting mutational effects.

bioRxiv · Apr 12, 2022 · PreprintBioinformatics