17 citations · 26 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2025★ 5 cited
Emerging Activity Temporal Hypergraph: a model for generating realistic time-varying hypergraphs
Marco Mancastroppa, Giulia Cencetti, Alain Barrat
Time-varying group interactions constitute the building blocks of many complex systems. The framework of temporal hypergraphs makes it possible to represent them by taking into acc…
physics.soc-ph2024★ 4 cited
Generating surrogate temporal networks from mesoscale building blocks
Giulia Cencetti, Alain Barrat
Surrogate networks can constitute suitable replacements for real networks, in particular to study dynamical processes on networks, when only incomplete or limited datasets are avai…
physics.soc-ph2023★ 17 cited
Infection patterns in simple and complex contagion processes on networks
Diego Andrés Contreras, Giulia Cencetti, Alain Barrat
Contagion processes, representing the spread of infectious diseases, information, or social behaviors, are often schematized as taking place on networks, which encode for instance…