Publications



By macro-area:
All Complex Systems Public/Global Health 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
By year: 
By coauthor: 
By journal: 


Enhancing global preparedness during an ongoing pandemic from partial and noisy data
P. Klamser, V. d'Andrea, F. Di Lauro, A. Zachariae, S. Bontorin, A. Di Nardo, M. Hall, B. Maier, L. Ferretti, D. Brockmann, M. De Domenico,  (2022)
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The advantage of the right in social media news sharing
S. Gonzalez-Bailon, V. D'Andrea, Deen Freelon, M. De Domenico, PNAS Nexus 1, pgac137 (2022)
Abstract »   Read »   BibTeX
 
   

Individual risk perception and empirical social structures shape the dynamics of infectious disease outbreaks
V. d'Andrea, N. Castaldo, R. Gallotti, M. De Domenico, PLOS Comput. Biol. 18, e1009760 (2022)
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Statistical physics of network structure and information dynamics
A. Ghavasieh, M. De Domenico, J. of Physics: Complexity 3, 011001 (2022)
Abstract »   Read »   BibTeX
 
   

Epidemic proximity and imitation dynamics drive infodemic waves during the COVID-19 pandemic
V. d'Andrea, O. Artime, N. Castaldo, P. Sacco, R. Gallotti, M. De Domenico, Phys. Rev. Research 4, 013158 (2022)
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The voice of few, the opinions of many: evidence of social biases in Twitter COVID-19 fake news sharing
P. Castioni, G. Andrighetto, R. Gallotti, E. Polizzi, M. De Domenico,  (2021)
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Multiscale Information Propagation in Emergent Functional Networks
A. Ghavasieh, M. De Domenico, Entropy 23, 1369 (2021)
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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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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)
Abstract »   Read »   BibTeX
 
   

Statistical physics of complex information dynamics
A. Ghavasieh, C. Nicolini, M. De Domenico, Phys. Rev. E 102, 052304 (2020)
Abstract »   Read »   BibTeX
   

Enhancing transport properties in interconnected systems without altering their structure
A. Ghavasieh, M. De Domenico, Phys. Rev. Research 2, 013155 (2020)
Abstract »   Read »   BibTeX
   

Multilayer Networks
S. Gomez, M. De Domenico, E. Omodei, A. Sole, A. Arenas, Oxford University Press (2018)
Abstract »   Read »   BibTeX
 
   

Diffusion Geometry Unravels the Emergence of Functional Clusters in Collective Phenomena
M. De Domenico,  Phys. Rev. Lett. 118, 168301 (2017)
Abstract »   Read »   BibTeX
 
   

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)
Abstract »   Read »   BibTeX
 
   

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, Phys. Rev. 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)
Abstract »   Read »   BibTeX
  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)
Abstract »   Read »  
  
   

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