Collective Phenomena Emerging from the Interactions between Dynamical Processes in Multiplex Networks

Vincenzo Nicosia, Per Sebastian Skardal, Alex Arenas, and Vito Latora
Phys. Rev. Lett. 118, 138302 – Published 31 March 2017
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Abstract

We introduce a framework to intertwine dynamical processes of different nature, each with its own distinct network topology, using a multilayer network approach. As an example of collective phenomena emerging from the interactions of multiple dynamical processes, we study a model where neural dynamics and nutrient transport are bidirectionally coupled in such a way that the allocation of the transport process at one layer depends on the degree of synchronization at the other layer, and vice versa. We show numerically, and we prove analytically, that the multilayer coupling induces a spontaneous explosive synchronization and a heterogeneous distribution of allocations, otherwise not present in the two systems considered separately. Our framework can find application to other cases where two or more dynamical processes such as synchronization, opinion formation, information diffusion, or disease spreading, are interacting with each other.

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  • Received 26 September 2016

DOI:https://doi.org/10.1103/PhysRevLett.118.138302

© 2017 American Physical Society

Physics Subject Headings (PhySH)

NetworksInterdisciplinary Physics

Authors & Affiliations

Vincenzo Nicosia1, Per Sebastian Skardal2, Alex Arenas3, and Vito Latora1,4

  • 1School of Mathematical Sciences, Queen Mary University of London, London E1 4NS, United Kingdom
  • 2Department of Mathematics, Trinity College, Hartford, Connecticut 06106, USA
  • 3Department d’Enginyeria Informática i Matemátiques, Universitat Rovira i Virgili, 43007 Tarragona, Spain
  • 4Dipartimento di Fisica ed Astronomia, Università di Catania and INFN, I-95123 Catania, Italy

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Issue

Vol. 118, Iss. 13 — 31 March 2017

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