Publications



By macro-area:
All Complex Systems UHECR
By topic in statistical physics of complex systems:
Multilayer networks Network Neuroscience Network medicine and systems biology Network geometry Network information theory Network epidemiology Computational social science Human behavior
By concept:
Spreading phenomena Entropy Critical/collective/nonlinear phenomena


Z. Kolahchi, M. De Domenico, L.Q. Uddin, V. Cauda, I. Grossmann, L. Lacasa, G. Grancini, M. Mahmoudi, N. Rezaei, Springer (2021)
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Interlayer connectivity reconstruction for multilayer brain networks using phase oscillator models
P. Tewarie et al, New Journal of Physics 23, 063065 (2021)
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Diffusion Geometry of Multiplex and Interdependent Systems
G. Bertagnolli, M. De Domenico, Phys. Rev. E 103, 042301 (2021)
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Multilayer connector hub mapping reveals key brain regions supporting expressive language
B. Williamson, M. De Domenico, D. Kadis, Brain Connectivity 11, 45 (2020)
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Abrupt transition due to non-local cascade propagation in multiplex systems
O. Artime, M. De Domenico, New Journal of Physics 22, 093035 (2020)
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Enhancing transport properties in interconnected systems without altering their structure
A. Ghavasieh, M. De Domenico, Phys. Rev. Research 2, 013155 (2020)
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Assessment of network module identification across complex diseases
S. Choobdar et al, Nature Methods 16, 843 (2019)
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The multiplex network of human diseases
A. Halu*, M. De Domenico*, A. Arenas, A. Sharma, NPJ Systems Biology and Applications 5, 15 (2019)
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Influence of augmented humans in online interactions during voting events
M. Stella, M. Cristoforetti, M. De Domenico, PLOS One 14, e0214210 (2019)
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Bots increase exposure to negative and inflammatory content in online social systems
M. Stella, E. Ferrara, M. De Domenico, PNAS 115, 12435 (2018)
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Multilayer network modeling of integrated biological systems
M. De Domenico, Physics of Life Reviews 24, 149-152 (2018)
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Multilayer flows in molecular networks identify biological modules in the human proteome
G. Mangioni, G. Jurman, M. De Domenico, IEEE Transactions on Network Science and Engineering 7, 411 (2018)
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Multilayer Networks
S. Gomez, M. De Domenico, E. Omodei, A. Sole, A. Arenas, Oxford University Press (2018)
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Distance entropy cartography characterises centrality in complex networks
M. Stella, M. De Domenico, Entropy 20, 268 (2018)
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Multiplex model of mental lexicon reveals explosive learning in humans
M. Stella, Nicole M. Beckage, M. Brede, M. De Domenico, Scientific Reports 8, 2259 (2018)
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Multilayer modeling and analysis of human brain networks
M. De Domenico, GigaScience 6, 1-8 (2017)
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Evaluating the impact of interdisciplinary research: a multilayer network approach
E. Omodei, M. De Domenico, A. Arenas, Network Science 5, 235-46 (2017)
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The physics of spreading processes in multilayer networks
M. De Domenico, C. Granell, M.A. Porter, A. Arenas,  Nature Physics 12, 901  (2016)
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Spectral entropies as information-theoretic tools for complex network comparison
M. De Domenico, J. Biamonte, Phys. Rev. X 6, 041062 (2016)
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Multiplex social ecological network analysis reveals how social changes affect community robustness more than resource depletion
J.A. Baggio, S.B. BurnSilver, A. Arenas, J.S. Magdanzd, G.P. Kofinasd, M. De Domenico, PNAS 113, 13708 (2016)
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Researcher incentives: EU cash goes to the sticky and attractive
M. De Domenico, A. Arenas,  Nature 531, 580  (2016)
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  Full text
   

Mapping multiplex hubs in human functional brain network
M. De Domenico, S. Sasai, A. Arenas, Frontiers in Neuroscience 10, 326 (2016)
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Quantifying the Diaspora of Knowledge in the Last Century
M. De Domenico, E. Omodei, A. Arenas, Applied Network Science 1, 15 (2016)
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 Dedicated page
   

Nonlinear Dynamics on Interconnected Networks
A. Arenas, M. De Domenico, Physica D 323-324, 1 (2016)
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Random walk centrality in interconnected multilayer networks
A. Sole-Ribalta, M. De Domenico, S. Gomez, A. Arenas, Physica D 323-324, 73 (2016)
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Layer-layer competition in multiplex complex networks
J. Gomez-Gardenes, M. De Domenico, G. Gutierrez, A. Arenas, S. Gomez, Philosophical Transactions of the Royal Society A 373, 20150117 (2015)
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Structural reducibility of multilayer networks
M. De Domenico, V. Nicosia, A. Arenas, V. Latora, Nature Communications 6, 6864 (2015)
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  ScienceDaily
   

Ranking in interconnected multilayer networks reveals versatile nodes
M. De Domenico, A. Sole-Ribalta, E. Omodei, S. Gomez, A. Arenas, Nature Communications 6, 6868 (2015)
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  The pre-print on the arXiv only partially corresponds to the accepted version of the paper.
   

Identifying modular flows on multilayer networks reveals highly overlapping organization in interconnected systems
M. De Domenico, A. Lancichinetti, A. Arenas, M. Rosvall, Physical Review X 5, 011027 (2015)
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  Science
   

Characterizing interactions in online social networks during exceptional events
E. Omodei, M. De Domenico, A. Arenas,  Frontiers in Physics 3, 59  (2015)
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Disease Containment Strategies based on Mobility and Information Dissemination
A. Lima, M. De Domenico, V. Pejovic, M. Musolesi,  Scientific Reports 5, 10650 (2015)
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 Dedicated page
   

Structure of triadic relations in multiplex networks
E. Cozzo, M. Kivela, M. De Domenico, A. Sole-Ribalta, A. Arenas, S. Gomez, M. Porter and Y. Moreno, New Journal of Physics 17, 073029 (2015)
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Personalized Routing for Multitudes in Smart Cities
M. De Domenico, A. Lima, M. Gonzalez, A. Arenas, EPJ Data Science 4, 1 (2015)
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   Dedicated page
   

Centrality Rankings in Multiplex Networks
A. Sole-Ribalta, M. De Domenico, S. Gomez, A. Arenas, Proceedings of the 2014 ACM conference on Web science, 149-155 (2014)
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Navigability of interconnected networks under random failures
M. De Domenico, A. Sole-Ribalta, S. Gomez, A. Arenas, PNAS 11, 8351 (2014)
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  Note: the supplementary material is also available in the arXiv
   

Random Walks on Multiplex Networks
M. De Domenico, A. Sole-Ribalta, S. Gomez, A. Arenas, PNAS 11, 8351 (2014)
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  Note: this is the supplementary material of Navigability of interconnected networks under random failures, published on PNAS
   

MuxViz: a tool for multilayer analysis and visualization of networks
M. De Domenico, Mason A. Porter, A. Arenas, Journal of Complex Networks 3, 159 (2015)
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Mathematical Formulation of Multi-Layer Networks
M. De Domenico, A. Sole-Ribalta, E. Cozzo, M. Kivela, Y. Moreno, M. A. Porter, S. Gomez, A. Arenas, Phys. Rev. X 3, 041022 (2013)
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Spectral properties of the Laplacian of multiplex networks
A. Sole-Ribalta, M. De Domenico, N. E. Kouvaris, A. Diaz-Guilera, S. Gomez, A. Arenas, Phys. Rev. E 88, 032807 (2013)
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Exploiting Cellular Data for Disease Containment and Information Campaigns Strategies in Country-Wide Epidemics
A. Lima, M. De Domenico, V. Pejovic, M. Musolesi, Third International Conference on the Analysis of Mobile Phone Datasets (NETMOB'13). Boston, USA. May (2013)
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