Author

Nan Xiao

Tsinghua University

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Biology Disciplines

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Bioinformatics· 1

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

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Guo‐Qiang CheniD· 1 shared Haipeng GongiD· 1 shared Jingyu ZhaoiD· 1 shared Ligong Chen· 1 shared Shuyi ZhangiD· 1 shared Tianyu MiiD· 1 shared Wanze Wang· 1 shared Wenbin ZhangiD· 1 shared

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Guo‐Qiang ChenORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 25, 2025

Accelerating Virtual Directed Evolution of Proteins via Reinforcement Learning

Tianyu Mi, Yuxiang Wang, Jingyu Zhao…·Haipeng Gong

This study introduces RelaVDEP, a virtual directed evolution pipeline using reinforcement learning to accelerate protein mutation discovery, showing improved catalytic activity in PETase through novel mutations.

2 citations

protein sequencemachine learning (classical)

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