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 …

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 …

[KÖNYV][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 …

Multilayer networks

M Kivelä, A Arenas, M Barthelemy… - Journal of complex …, 2014 - academic.oup.com
In most natural and engineered systems, a set of entities interact with each other in
complicated patterns that can encompass multiple types of relationships, change in time and …

The physics of spreading processes in multilayer networks

M De Domenico, C Granell, MA Porter, A Arenas - Nature Physics, 2016 - nature.com
Despite the success of traditional network analysis, standard networks provide a limited
representation of complex systems, which often include different types of relationships (or …

A survey of community detection methods in multilayer networks

X Huang, D Chen, T Ren, D Wang - Data Mining and Knowledge …, 2021 - Springer
Community detection is one of the most popular researches in a variety of complex systems,
ranging from biology to sociology. In recent years, there's an increasing focus on the rapid …

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 …

The multilayer nature of ecological networks

S Pilosof, MA Porter, M Pascual, S Kéfi - Nature Ecology & Evolution, 2017 - nature.com
Although networks provide a powerful approach to study a large variety of ecological
systems, their formulation does not typically account for multiple interaction types …

MuxViz: a tool for multilayer analysis and visualization of networks

M De Domenico, MA Porter… - Journal of Complex …, 2015 - academic.oup.com
Multilayer relationships among entities and information about entities must be accompanied
by the means to analyse, visualize and obtain insights from such data. We present open …

Mathematical formulation of multilayer networks

M De Domenico, A Solé-Ribalta, E Cozzo, M Kivelä… - Physical Review X, 2013 - APS
A network representation is useful for describing the structure of a large variety of complex
systems. However, most real and engineered systems have multiple subsystems and layers …