Author

Xiu-Xiu Zhan

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Preprint Sep 2026

Multiscale Reconstruction of Multiplex Networks with Higher-Order Interactions

Inferring network structure from dynamical observations is a fundamental inverse problem in complex systems. Existing approaches have largely focused on single-layer or pairwise interaction networks, leaving the reconstructability of multiplex systems with higher-order interactions poorly understood. Here, we show that...

Guang-Yuan Mei, Yao Cai, Suo-Yi Tan et al. · 0 citations

Jul 2026

Comparing signed networks through communicability embedding.

Network comparison plays a central role in characterizing structural differences and cross-network correlations in complex systems. In many real-world settings, however, interactions are inherently signed, with positive and negative links altering both connection semantics and structural organization. This challenges c...

Dongsheng Hu, Aoke Liu, Chenyao Zhao et al. · Chaos · 0 citations