Author

Zhixin Hu

Fudan University

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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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Tao XuiD· 2 shared Xiaodian SuniD· 2 shared Jin LiiD· 1 shared Momiao XiongiD· 1 shared Momiao Xiong· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersBioinformatics

Tao XuORCID

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2 papers

Recent·Most cited

GCBM-DCT-HV-Bio-NL-Grow-CHG-CSM-RHEC: A Unified Geometric, Biological, Causal, and Regenerative Framework for Mechanism-Aware Tissue and Connectome Modeling

Tao Xu, Zhixin Hu, Xiaodian Sun, Jin Li, Momiao Xiong

The paper introduces a unified model for biological prediction that integrates geometry, mechanism, and causal structure, achieving lower error than Euclidean and local graph baselines in synthetic studies.

bioRxiv · Jun 29, 2026 · PreprintBioinformatics

Mechanotransduction-Aware Causal Omics on Tissue Scaffolds: A Controlled Mechanochemical Framework for Identifying Disease Genes Beyond Pure Omics Analysis

Tao Xu, Zhixin Hu, Xiaodian Sun, Momiao Xiong

This paper introduces a mechanotransduction-aware causal omics framework to identify disease genes in mechanically active tissues by modeling mechanotransduction as part of the causal structure rather than a secondary covariate.

bioRxiv · Apr 22, 2026 · PreprintBioinformatics