Author

Nanning Zheng

Xi'an Jiaotong UniversityORCID 0000-0003-1608-8257Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Hao Zhang· 1 shared He ZhangiD· 1 shared Kaipeng Zhang· 1 shared Miao Kang· 1 shared Tao YangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBiochemistry

Hao Zhang

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1 paper

Recent·Most cited

BiochemistrybioRxivPreprintMar 5, 2026

Functional Locality-Aligned Learning Reveals Structure-Function Causality in Enzyme Kinetics

Hao Zhang, He Zhang, Miao Kang…·Nanning Zheng

This paper introduces EnzymePlex, a framework that improves enzyme kinetic parameter prediction by aligning structural and functional representations, achieving better generalization and mechanistic insights.

DOI 10.64898/2026.03.04.709726

protein structuredeep learning

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