The structure and dynamics of multilayer networks

S Boccaletti, G Bianconi, R Criado, CI Del Genio… - Physics reports, 2014 - Elsevier
In the past years, network theory has successfully characterized the interaction among the
constituents of a variety of complex systems, ranging from biological to technological, and …

Inferring the mesoscale structure of layered, edge-valued, and time-varying networks

TP Peixoto - Physical Review E, 2015 - APS
Many network systems are composed of interdependent but distinct types of interactions,
which cannot be fully understood in isolation. These different types of interactions are often …

Multilayer networks in a nutshell

A Aleta, Y Moreno - Annual Review of Condensed Matter …, 2019 - annualreviews.org
Complex systems are characterized by many interacting units that give rise to emergent
behavior. A particularly advantageous way to study these systems is through the analysis of …

Complex networks: Structure and dynamics

S Boccaletti, V Latora, Y Moreno, M Chavez… - Physics reports, 2006 - Elsevier
Coupled biological and chemical systems, neural networks, social interacting species, the
Internet and the World Wide Web, are only a few examples of systems composed by a large …

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] Network structure from a characterization of interactions in complex systems

T Rings, T Bröhl, K Lehnertz - Scientific Reports, 2022 - nature.com
Many natural and man-made complex dynamical systems can be represented by networks
with vertices representing system units and edges the coupling between vertices. If edges of …

[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 …

Classes of complex networks defined by role-to-role connectivity profiles

R Guimera, M Sales-Pardo, LAN Amaral - Nature physics, 2007 - nature.com
In physical, biological, technological and social systems, interactions between units give rise
to intricate networks. These—typically non-trivial—structures, in turn, critically affect the …

More is different in real-world multilayer networks

M De Domenico - Nature Physics, 2023 - nature.com
The constituents of many complex systems are characterized by non-trivial connectivity
patterns and dynamical processes that are well captured by network models. However, most …

Handbook of graphs and networks

S Bornholdt, HG Schuster - From Genome to the Internet, Willey …, 2001 - Wiley Online Library
Understanding the complex world around us is a difficult task and simple principles that
capture essential features of complex natural systems are always welcome. One such …