Author

Zhongyang Zhang

Yunnan Normal University

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:graph neural network· 1 Research Focus:protein design· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

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Liangzhen ZhengiD· 1 shared Sheng WangiD· 1 shared Weifeng LiiD· 1 shared Yanmei YangiD· 1 shared Yuanyuan Qu· 1 shared Yuguang MuiD· 1 shared Zhihao WangiD· 1 shared 韩楠玉· 1 shared

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2026-2026 · peak 1/yr

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Liangzhen ZhengORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 11, 2026

Filling the Missing Puzzle: Integrating Interaction and Evolutionary Information to Enhance Protein Fitness Prediction in Inverse Folding

Zhihao Wang, Zhongyang Zhang, Yanmei Yang…·Weifeng Li

This paper introduces zPolaron, a graph neural network for functional protein design that integrates structural, interaction, and evolutionary information, improving fitness prediction beyond structural compatibility.

DOI 10.64898/2026.10.05.756918

protein structuregraph neural network

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