Author

Lingxuan Zhu

Beijing University of Chemical TechnologyORCID 0009-0001-9077-408XUnclaimed ORCID profile · follow to get notified of new preprints

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 Guimin Zhang· 1 shared Huan Yee KohiD· 1 shared Jiangning SongiD· 1 shared Jiayu Wang· 1 shared Shantong HuiD· 1 shared Tong PaniD· 1 shared Yumeng Zhang· 1 shared

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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

BioinformaticsbioRxivPreprintMar 14, 2026

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

Shantong Hu, Tong Pan, Jiayu Wang…·Guimin Zhang

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

DOI 10.64898/2026.03.11.711222

protein structureprotein sequence

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