The structure and dynamics of networks with higher order interactions

S Boccaletti, P De Lellis, CI Del Genio, K Alfaro-Bittner… - Physics Reports, 2023 - Elsevier
All beauty, richness and harmony in the emergent dynamics of a complex system largely
depend on the specific way in which its elementary components interact. The last twenty-five …

[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

The synchronized dynamics of time-varying networks

D Ghosh, M Frasca, A Rizzo, S Majhi, S Rakshit… - Physics Reports, 2022 - Elsevier
Over the past two decades, complex network theory provided the ideal framework for
investigating the intimate relationships between the topological properties characterizing the …

Simplicial models of social contagion

I Iacopini, G Petri, A Barrat, V Latora - Nature communications, 2019 - nature.com
Complex networks have been successfully used to describe the spread of diseases in
populations of interacting individuals. Conversely, pairwise interactions are often not …

Evolutionary dynamics of higher-order interactions in social networks

U Alvarez-Rodriguez, F Battiston, GF de Arruda… - Nature Human …, 2021 - nature.com
We live and cooperate in networks. However, links in networks only allow for pairwise
interactions, thus making the framework suitable for dyadic games, but not for games that …

[图书][B] Multilayer networks: structure and function

G Bianconi - 2018 - books.google.com
Multilayer networks is a rising topic in Network Science which characterizes the structure
and the function of complex systems formed by several interacting networks. Multilayer …

Higher-order organization of multivariate time series

A Santoro, F Battiston, G Petri, E Amico - Nature Physics, 2023 - nature.com
Time series analysis has proven to be a powerful method to characterize several
phenomena in biology, neuroscience and economics, and to understand some of their …

Comparing methods for comparing networks

M Tantardini, F Ieva, L Tajoli, C Piccardi - Scientific reports, 2019 - nature.com
With the impressive growth of available data and the flexibility of network modelling, the
problem of devising effective quantitative methods for the comparison of networks arises …

Temporal properties of higher-order interactions in social networks

G Cencetti, F Battiston, B Lepri, M Karsai - Scientific reports, 2021 - nature.com
Human social interactions in local settings can be experimentally detected by recording the
physical proximity and orientation of people. Such interactions, approximating face-to-face …

Stability of synchronization in simplicial complexes

LV Gambuzza, F Di Patti, L Gallo, S Lepri… - Nature …, 2021 - nature.com
Various systems in physics, biology, social sciences and engineering have been
successfully modeled as networks of coupled dynamical systems, where the links describe …