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Author

Zi-Cheng Li

2 papers indexed here

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Open access Aug 2026

Multi-Fidelity Physics-Informed Graph Neural Networks for 3D Gear Contact Stress Prediction Under Extreme Gradients

This study develops a multi-fidelity physics-informed graph surrogate combining a coarse learning graph, peak-sensitive KDTree projection, gated message passing, and a regularized least-squares finite-difference equilibrium residual that outperforms distance-weighted averaging at one fixed graph resolution.

Jin-Chao Zeng, Zi-Cheng Li, Qizhe Lin · 0 citations
Review Open access Aug 2026

Polycomb Group Proteins in Drosophila melanogaster

This review summarizes the composition and functions of five major PcG complexes in Drosophila, describing both classical mechanisms of gene repression and recently discovered non-canonical regulatory modes.

Fei Gao, Zi-Cheng Li, Xiao-Ping Yu et al. · 0 citations

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