Author

Jason P. Smith

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Preprint Aug 2026

Higher-order rich clubs and configuration models on general directed hypergraphs

A hyper-rich club pipeline is proposed that asks whether central vertices are more tightly interconnected than expected by chance through hyperedges encoding higher-order interactions, which also enables the inclusion of important, often omitted, directional information.

Jason P. Smith, Celia Hacker, J. Lazovskis et al. · 0 citations

Preprint Aug 2026

Higher-order rich clubs and configuration models on general directed hypergraphs

Detecting structure in complex networks, especially those arising from physical systems, is a central problem across the sciences. One approach is via rich club analysis, which identifies important vertices using a centrality metric and measures whether those vertices are more tightly interconnected than expected by ch...

Jason P. Smith, Celia Hacker, J. Lazovskis et al. · 0 citations