Author

Yanzheng Wang

University of Bristol

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:Bayesian inference· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Boyue WangiD· 1 shared Jie FuiD· 1 shared Tianyu ShiiD· 1 shared Yi ZhouiD· 1 shared Zhizhuo ZhangiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Boyue WangORCID

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1 paper

Recent·Most cited

Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization

Yanzheng Wang, Boyue Wang, Tianyu Shi, Jie Fu, Yi Zhou, Zhizhuo Zhang

This paper proposes a risk-aware antibody design framework using protein language models and Bayesian optimization, showing improved efficiency and sequence quality over existing methods.

bioRxiv · Nov 6, 2023 · PreprintBioinformatics