Author

Sihui Mao

Tsinghua University

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Synthetic Biology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Research Focus:protein design· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Hongyu YuiD· 1 shared Jiahao TengiD· 1 shared Ruohan Ren· 1 shared Stephen S.‐T. YauiD· 1 shared Yangtianze TaoiD· 1 shared Zixuan Bian· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperSynthetic Biology

Hongyu YuORCID

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1 paper

Recent·Most cited

Evolution is All You Need in Promoter Design and Optimization

Ruohan Ren, Hongyu Yu, Jiahao Teng, Sihui Mao, Zixuan Bian, Yangtianze Tao, Stephen S.‐T. Yau

This paper introduces CAPE, a model that improves promoter strength prediction by incorporating evolutionary information, achieving state-of-the-art results and enabling in silico directed evolution.

Briefings in Bioinformatics · Jul 25, 2024Peer-reviewedSynthetic Biology