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Author

M. Serrano

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Preprint Sep 2026

Latent geometry organizes higher-order interactions

An analytically tractable geometric model of higher-order networks in which a single latent geometric space couples interactions across orders, leading to the spontaneous emergence of nestedness is introduced, revealing latent geometry as a simple organising principle underlying the nested organisation of higher-order...

Berné Nortier, Jasper van der Kolk, Robert Jankowski et al. · 0 citations
Open access Jun 2026

Extracting the transitivity backbone of bipartite networks

A statistical filter that benchmarks node-level bipartite clustering against degree-preserving randomizations to classify nodes as geometric (signal) or degree constrained noise is introduced, offering a simple, scalable way to disentangle structure from noise in bipartite networks.

L. Ramirez, Roya Aliakbarisani, M. Serrano et al. · 0 citations

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