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

Emergence of knowledge communities and information centralization during the COVID-19 pandemic
P. Sacco, R. Gallotti, F. Pilati, N. Castaldo, M. De Domenico, Social Science & Medicine 285, 114215 (2021)
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Multiscale Information Propagation in Emergent Functional Networks
A. Ghavasieh, M. De Domenico, Under review (2021)
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Critical behavior in interdependent spatial spreading processes with distinct characteristic time scales
P. Castioni, R. Gallotti, M. De Domenico, Communications Physics 4, 131 (2021)
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Unraveling the effects of multiscale network entanglement on empirical systems
A. Ghavasieh, M. Stella, J. Biamonte, M. De Domenico, Communications Physics 4, 129 (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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Multiscale statistical physics of the pan-viral interactome unravels the systemic nature of SARS-CoV-2 infections
A. Ghavasieh, S. Bontorin, O. Artime, N. Verstraete, M. De Domenico, Communications Physics 4, 83 (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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Bots are less central than verified accounts during contentious political events
S. Gonzalez-Bailon, M. De Domenico, PNAS 118, e2013443118 (2021)
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Statistical physics of complex information dynamics
A. Ghavasieh, C. Nicolini, M. De Domenico, Phys. Rev. E 102, 052304 (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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Multilayer Networks
S. Gomez, M. De Domenico, E. Omodei, A. Sole, A. Arenas, Oxford University Press (2018)
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Diffusion Geometry Unravels the Emergence of Functional Clusters in Collective Phenomena
M. De Domenico,  Phys. Rev. Lett. 118, 168301 (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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Assessing reliable human mobility patterns from higher-order memory in mobile communications
J. T. Matamalas*, M. De Domenico*, A. Arenas, J. Roy. Soc. Inter. 13, 20160203 (2016)
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  Dedicated page
   

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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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
   

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
   

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
   

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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The Anatomy of a Scientific Rumor
M. De Domenico, A. Lima, P. Mougel, M. Musolesi, Scientific Reports 3, 2980 (2013)
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  Dedicated page   New Scientist   Wired  
   

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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Characteristic exponents of complex networks
V. Nicosia, M. De Domenico, V. Latora, EuroPhys. Lett. 106, 58005 (2013)
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  arXiv pre-print available