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

  • Identification data

    Identifier: imarina:9282648
    Authors:
    Nicosia, VincenzoSkardal, Per SebastianArenas, AlexLatora, Vito
    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. © 2017 American Physical Society.
  • Others:

    Author, as appears in the article.: Nicosia, Vincenzo; Skardal, Per Sebastian; Arenas, Alex; Latora, Vito
    Department: Enginyeria Informàtica i Matemàtiques
    URV's Author/s: Arenas Moreno, Alejandro
    Keywords: Transport process Synchronization Nutrient transport Multiplex networks Multilayers Multi-layer network Information diffusion Heterogeneous distributions Disease spreading Collective phenomena
    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. © 2017 American Physical Society.
    Thematic Areas: Química Physics, multidisciplinary Physics and astronomy (miscellaneous) Physics and astronomy (all) Physics Medicina ii Materiais Matemática / probabilidade e estatística Interdisciplinar Geociências General physics and astronomy General medicine Filosofía Farmacia Ensino Engenharias iv Engenharias iii Engenharias ii Economia Ciências biológicas ii Ciências agrárias i Ciência da computação Biotecnología Astronomia / física
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Author's mail: alexandre.arenas@urv.cat
    Author identifier: 0000-0003-0937-0334
    Record's date: 2024-09-28
    Papper version: info:eu-repo/semantics/submittedVersion
    Link to the original source: https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.118.138302
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Papper original source: Physical Review Letters. 118 (13): 138302-
    APA: Nicosia, Vincenzo; Skardal, Per Sebastian; Arenas, Alex; Latora, Vito (2017). Collective Phenomena Emerging from the Interactions between Dynamical Processes in Multiplex Networks. Physical Review Letters, 118(13), 138302-. DOI: 10.1103/PhysRevLett.118.138302
    Article's DOI: 10.1103/PhysRevLett.118.138302
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2017
    Publication Type: Journal Publications
  • Keywords:

    Physics,Physics and Astronomy (Miscellaneous),Physics, Multidisciplinary
    Transport process
    Synchronization
    Nutrient transport
    Multiplex networks
    Multilayers
    Multi-layer network
    Information diffusion
    Heterogeneous distributions
    Disease spreading
    Collective phenomena
    Química
    Physics, multidisciplinary
    Physics and astronomy (miscellaneous)
    Physics and astronomy (all)
    Physics
    Medicina ii
    Materiais
    Matemática / probabilidade e estatística
    Interdisciplinar
    Geociências
    General physics and astronomy
    General medicine
    Filosofía
    Farmacia
    Ensino
    Engenharias iv
    Engenharias iii
    Engenharias ii
    Economia
    Ciências biológicas ii
    Ciências agrárias i
    Ciência da computação
    Biotecnología
    Astronomia / física
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