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Pattern formation in multiplex networks

Authors: Kouvaris, Nikos E.; Hata, S.; Díaz Guilera, Albert;
APC: 776.67 EUR

Pattern formation in multiplex networks

Abstract

AbstractThe advances in understanding complex networks have generated increasing interest in dynamical processes occurring on them. Pattern formation in activator-inhibitor systems has been studied in networks, revealing differences from the classical continuous media. Here we study pattern formation in a new framework, namely multiplex networks. These are systems where activator and inhibitor species occupy separate nodes in different layers. Species react across layers but diffuse only within their own layer of distinct network topology. This multiplicity generates heterogeneous patterns with significant differences from those observed in single-layer networks. Remarkably, diffusion-induced instability can occur even if the two species have the same mobility rates; condition which can never destabilize single-layer networks. The instability condition is revealed using perturbation theory and expressed by a combination of degrees in the different layers. Our theory demonstrates that the existence of such topology-driven instabilities is generic in multiplex networks, providing a new mechanism of pattern formation.

Country
Spain
Keywords

Estadística matemàtica, Complex networks (Physics), Ecosistemes, FOS: Physical sciences, Formació de patrons (Física), Biotic communities, Pattern Formation and Solitons (nlin.PS), Models, Theoretical, Nonlinear Sciences - Pattern Formation and Solitons, Nonlinear Sciences - Adaptation and Self-Organizing Systems, Article, Pattern formation (Physical sciences), Mathematical statistics, Biological Physics (physics.bio-ph), Physics - Biological Physics, Adaptation and Self-Organizing Systems (nlin.AO), Xarxes complexes (Matemàtica)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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