Author

Chuyun Ding

Southern University of Science and Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Systems Biology· 2

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Research Focus:gene regulatory network inference· 2 Organism:human· 2 Assay:metabolomics· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Approach:graph neural network· 1 Organism:mouse· 1

Frequent Co-Authors

Dan HuangiD· 2 shared Weiyan Zheng· 2 shared Wenchao FaniD· 2 shared Ziwei DaiiD· 2 shared Kai SuniD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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2 shared papersSystems Biology

Dan HuangORCID

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2 papers

Recent·Most cited

A universal law of thermodynamics-kinetics coupling shapes enzyme allocation and glycolytic efficiency across species

Kai Sun, Weiyan Zheng, Wenchao Fan, Chuyun Ding, Dan Huang, Ziwei Dai

The paper derives and validates a universal law of thermodynamics-kinetics coupling that governs glycolytic enzyme allocation across species under optimal efficiency.

bioRxiv · Sep 29, 2025 · PreprintSystems Biology

Unraveling principles of thermodynamics for genome-scale metabolic networks using graph neural networks

Wenchao Fan, Chuyun Ding, Dan Huang, Weiyan Zheng, Ziwei Dai

This paper introduces a graph neural network model to predict Gibbs free energy for metabolic reactions and identifies thermodynamic driver reactions in human metabolic networks.

bioRxiv · Jan 15, 2024 · PreprintSystems Biology