Author

Guimin Zhang

Beijing University of Chemical Technology

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Assay:protein structure· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Geoffrey I. WebbiD· 1 shared Huan Yee KohiD· 1 shared Jiangning SongiD· 1 shared Jiayu Wang· 1 shared Lingxuan ZhuiD· 1 shared Shantong HuiD· 1 shared Tong PaniD· 1 shared Yumeng Zhang· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Geoffrey I. WebbORCID

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1 paper

Recent·Most cited

ACENet: a graph neural network for predicting enzyme pHmin using structure and sequence insights

Shantong Hu, Tong Pan, Jiayu Wang, Huan Yee Koh, Zhikang Wang, Yumeng Zhang, Lingxuan Zhu, Zhuoqian Li, Geoffrey I. Webb, Jiangning Song, Guimin Zhang

ACENet predicts enzyme pHmin using a graph neural network integrating structural and evolutionary features, achieving high accuracy and stability across conditions.

bioRxiv · Mar 14, 2026 · PreprintBioinformatics