Literature DB >> 32834429

The structure and dynamics of multilayer networks.

S Boccaletti1,2, G Bianconi3, R Criado4,5, C I Del Genio6,7,8, J Gómez-Gardeñes9, M Romance4,5, I Sendiña-Nadal10,5, Z Wang11,12, M Zanin13,14.   

Abstract

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 social systems. However, up until recently, attention was almost exclusively given to networks in which all components were treated on equivalent footing, while neglecting all the extra information about the temporal- or context-related properties of the interactions under study. Only in the last years, taking advantage of the enhanced resolution in real data sets, network scientists have directed their interest to the multiplex character of real-world systems, and explicitly considered the time-varying and multilayer nature of networks. We offer here a comprehensive review on both structural and dynamical organization of graphs made of diverse relationships (layers) between its constituents, and cover several relevant issues, from a full redefinition of the basic structural measures, to understanding how the multilayer nature of the network affects processes and dynamics.
Copyright © 2014 Elsevier B.V. All rights reserved.

Entities:  

Year:  2014        PMID: 32834429      PMCID: PMC7332224          DOI: 10.1016/j.physrep.2014.07.001

Source DB:  PubMed          Journal:  Phys Rep        ISSN: 0370-1573            Impact factor:   25.600


  242 in total

1.  Resilience to damage of graphs with degree correlations.

Authors:  Alexei Vázquez; Yamir Moreno
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2003-01-06

2.  Interdependent networks: reducing the coupling strength leads to a change from a first to second order percolation transition.

Authors:  Roni Parshani; Sergey V Buldyrev; Shlomo Havlin
Journal:  Phys Rev Lett       Date:  2010-07-21       Impact factor: 9.161

3.  Scale-free networks provide a unifying framework for the emergence of cooperation.

Authors:  F C Santos; J M Pacheco
Journal:  Phys Rev Lett       Date:  2005-08-26       Impact factor: 9.161

4.  Topology-induced coarsening in language games.

Authors:  Andrea Baronchelli; Luca Dall'Asta; Alain Barrat; Vittorio Loreto
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-01-18

5.  Hypergraph topological quantities for tagged social networks.

Authors:  Vinko Zlatić; Gourab Ghoshal; Guido Caldarelli
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-09-25

6.  Percolation in networks composed of connectivity and dependency links.

Authors:  Amir Bashan; Roni Parshani; Shlomo Havlin
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2011-05-20

7.  Analysis of complex contagions in random multiplex networks.

Authors:  Osman Yağan; Virgil Gligor
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2012-09-10

8.  Synchronization of interconnected networks: the role of connector nodes.

Authors:  J Aguirre; R Sevilla-Escoboza; R Gutiérrez; D Papo; J M Buldú
Journal:  Phys Rev Lett       Date:  2014-06-16       Impact factor: 9.161

9.  Cavity-based robustness analysis of interdependent networks: influences of intranetwork and internetwork degree-degree correlations.

Authors:  Shunsuke Watanabe; Yoshiyuki Kabashima
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2014-01-16

10.  Percolation of a general network of networks.

Authors:  Jianxi Gao; Sergey V Buldyrev; H Eugene Stanley; Xiaoming Xu; Shlomo Havlin
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2013-12-20
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  81 in total

1.  The Thermodynamics of Network Coding, and an Algorithmic Refinement of the Principle of Maximum Entropy.

Authors:  Hector Zenil; Narsis A Kiani; Jesper Tegnér
Journal:  Entropy (Basel)       Date:  2019-06-03       Impact factor: 2.524

2.  Maximum Entropy Analysis of Flow Networks: Theoretical Foundation and Applications.

Authors:  Robert K Niven; Markus Abel; Michael Schlegel; Steven H Waldrip
Journal:  Entropy (Basel)       Date:  2019-08-08       Impact factor: 2.524

3.  Analysis of node2vec random walks on networks.

Authors:  Lingqi Meng; Naoki Masuda
Journal:  Proc Math Phys Eng Sci       Date:  2020-11-25       Impact factor: 2.704

4.  Optimal resilience of modular interacting networks.

Authors:  Gaogao Dong; Fan Wang; Louis M Shekhtman; Michael M Danziger; Jingfang Fan; Ruijin Du; Jianguo Liu; Lixin Tian; H Eugene Stanley; Shlomo Havlin
Journal:  Proc Natl Acad Sci U S A       Date:  2021-06-01       Impact factor: 11.205

5.  Species functional traits and abundance as drivers of multiplex ecological networks: first empirical quantification of inter-layer edge weights.

Authors:  S Hervías-Parejo; C Tur; R Heleno; M Nogales; S Timóteo; A Traveset
Journal:  Proc Biol Sci       Date:  2020-11-25       Impact factor: 5.349

Review 6.  Coevolution spreading in complex networks.

Authors:  Wei Wang; Quan-Hui Liu; Junhao Liang; Yanqing Hu; Tao Zhou
Journal:  Phys Rep       Date:  2019-07-29       Impact factor: 25.600

7.  Effect of Inter-layer Coupling on Multilayer Network Centrality Measures.

Authors:  Tarun Kumar; Manikandan Narayanan; Balaraman Ravindran
Journal:  J Indian Inst Sci       Date:  2019-06

8.  Complex bifurcation analysis and synchronization optimal control for Hindmarsh-Rose neuron model under magnetic flow effect.

Authors:  Marcel Kemayou Wouapi; Bertrand Hilaire Fotsin; Elie Bertrand Megam Ngouonkadi; Florent Feudjio Kemwoue; Zeric Tabekoueng Njitacke
Journal:  Cogn Neurodyn       Date:  2020-06-23       Impact factor: 5.082

Review 9.  Principles and open questions in functional brain network reconstruction.

Authors:  Onerva Korhonen; Massimiliano Zanin; David Papo
Journal:  Hum Brain Mapp       Date:  2021-05-20       Impact factor: 5.038

Review 10.  Multi-omics integration in biomedical research - A metabolomics-centric review.

Authors:  Maria A Wörheide; Jan Krumsiek; Gabi Kastenmüller; Matthias Arnold
Journal:  Anal Chim Acta       Date:  2020-10-22       Impact factor: 6.558

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