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19922026
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physics.soc-ph2025★ 4 cited

Multilayer network science: theory, methods, and applications

Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda +14

Multilayer network science has emerged as a central framework for analysing interconnected and interdependent complex systems. Its relevance has grown substantially with the increa…

physics.soc-ph2025★ 1 cited

Signed Networks: theory, methods, and applications

Fernando Diaz-Diaz, Elena Candellone, Miguel A. Gonzalez-Casado +4

Signed networks provide a principled framework for representing systems in which interactions are not merely present or absent but qualitatively distinct: friendly or antagonistic,…

physics.soc-ph2025

Vector fields as a framework for modelling the mobility of commodities

Sima Farokhnejad, Angélica S. da Mata, Mariana Macedo +1

Commodities, including livestock, flow through trade networks globally, with trajectories that can be effectively captured using mobility pattern modelling approaches similar to th…

physics.soc-ph2025★ 8 cited

Characteristic scales and adaptation in higher-order contagions

Giulio Burgio, Guillaume St-Onge, Laurent Hébert-Dufresne

People organize in groups and contagions spread across them. A simple stochastic process, yet complex to model due to dynamical correlations within and between groups. Moreover, gr…

physics.soc-ph2025

Multiplexity amplifies geometry in networks

Jasper van der Kolk, Dmitri Krioukov, Marián Boguñá +1

Many real-world network are multilayer, with nontrivial correlations across layers. Here we show that these correlations amplify geometry in networks. We focus on mutual clustering…

physics.soc-ph2025★ 1 cited

One pathogen does not an epidemic make: A review of interacting contagions, diseases, beliefs, and stories

Laurent Hébert-Dufresne, Yong-Yeol Ahn, Antoine Allard +15

From pathogens and computer viruses to genes and memes, contagion models have found widespread utility across the natural and social sciences. Despite their success and breadth of…