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 …

Epidemic spreading on higher-order networks

W Wang, Y Nie, W Li, T Lin, MS Shang, S Su, Y Tang… - Physics Reports, 2024 - Elsevier
Gathering events, eg, going to gyms and meetings, are ubiquitous and crucial in the
spreading phenomena, which induce higher-order interactions, and thus can be described …

[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 …

[LIBRO][B] Higher-order networks

G Bianconi - 2021 - cambridge.org
Higher-order networks describe the many-body interactions of a large variety of complex
systems, ranging from the the brain to collaboration networks. Simplicial complexes are …

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 …

Epidemics on multilayer simplicial complexes

J Fan, Q Yin, C **a, M Perc - Proceedings of the Royal …, 2022 - royalsocietypublishing.org
Simplicial complexes describe the simple fact that in social networks a link can connect
more than two individuals. As we show here, this has far-reaching consequences for …

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 …

Synchronization in Hindmarsh–Rose neurons subject to higher-order interactions

F Parastesh, M Mehrabbeik, K Rajagopal… - … Journal of Nonlinear …, 2022 - pubs.aip.org
Higher-order interactions might play a significant role in the collective dynamics of the brain.
With this motivation, we here consider a simplicial complex of neurons, in particular …

Explosive higher-order Kuramoto dynamics on simplicial complexes

AP Millán, JJ Torres, G Bianconi - Physical Review Letters, 2020 - APS
The higher-order interactions of complex systems, such as the brain, are captured by their
simplicial complex structure and have a significant effect on dynamics. However, the existing …

Higher order interactions in complex networks of phase oscillators promote abrupt synchronization switching

PS Skardal, A Arenas - Communications Physics, 2020 - nature.com
Synchronization processes play critical roles in the functionality of a wide range of both
natural and man-made systems. Recent work in physics and neuroscience highlights the …