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

Machine learning dismantling and early-warning signals of disintegration in complex systems
M. Grassia, M. De Domenico, G. Mangioni, Nature Communications 12, 5190 (2021)
Abstract »   Read »   BibTeX
 
   

A Public Health Research Agenda for Managing Infodemics: Methods and Results of the First WHO Infodemiology Conference
N. Calleja et al, JMIR Infodemiology 1, e30979 (2021)
Abstract »   Read »   BibTeX
 
   

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)
Abstract »   Read »   BibTeX
 
   

Potential-driven random walks on interconnected systems
B. Benigni, R. Gallotti, M. De Domenico, Phys. Rev. E 104, 024120 (2021)
Abstract »   Read »   BibTeX
 
   

Public health challenges and opportunities after COVID-19
P. Sacco, M. De Domenico, Bulletin of the World Health Organization 99, 529-535 (2021)
Abstract »   Read »   BibTeX
 
   

Multiscale Information Propagation in Emergent Functional Networks
A. Ghavasieh, M. De Domenico, Under review (2021)
Abstract »   Read »   BibTeX
  
   

Studying the COVID-19 infodemic at scale
A. Gruzd, M. De Domenico, P. Sacco, S. Briand, Big Data & Society 8, 205395172110211 (2021)
Abstract »   Read »   BibTeX
Part of the Special Issue devoted to infodemic research
   


Z. Kolahchi, M. De Domenico, L.Q. Uddin, V. Cauda, I. Grossmann, L. Lacasa, G. Grancini, M. Mahmoudi, N. Rezaei, Springer (2021)
Abstract »   Read »   BibTeX
 
   

Persistence of information flow: a multiscale characterization of human brain
B. Benigni, A. Ghavasieh, A. Corso, V. d'Andrea, M. De Domenico, Network Neuroscience 5, 831 (2021)
Abstract »   Read »   BibTeX
 
   

How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs
A. Eriksson, D. Edler, A. Rojas, M. De Domenico, M. Rosvall, Communications Physics 4, 133 (2021)
Abstract »   Read »   BibTeX
 
   

Critical behavior in interdependent spatial spreading processes with distinct characteristic time scales
P. Castioni, R. Gallotti, M. De Domenico, Communications Physics 4, 131 (2021)
Abstract »   Read »   BibTeX
 
   

Unraveling the effects of multiscale network entanglement on empirical systems
A. Ghavasieh, M. Stella, J. Biamonte, M. De Domenico, Communications Physics 4, 129 (2021)
Abstract »   Read »   BibTeX
 
   

Quantifying efficient information exchange in real network flows
G. Bertagnolli, R. Gallotti, M. De Domenico, Communications Physics 4, 125 (2021)
Abstract »   Read »   BibTeX
 
   

Interlayer connectivity reconstruction for multilayer brain networks using phase oscillator models
P. Tewarie et al, New Journal of Physics 23, 063065 (2021)
Abstract »   Read »   BibTeX
 
   

Percolation on feature-enriched interconnected systems
O. Artime, M. De Domenico, Nature Communications 12, 2478 (2021)
Abstract »   Read »   BibTeX
 
   

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)
Abstract »   Read »   BibTeX
 
   

Diffusion Geometry of Multiplex and Interdependent Systems
G. Bertagnolli, M. De Domenico, Phys. Rev. E 103, 042301 (2021)
Abstract »   Read »   BibTeX
   

Network Geometry
M. Boguna, I. Bonamassa, M. De Domenico, S. Havlin, D. Krioukov, M.A. Serrano, Nature Reviews Physics 3, 114 (2021)
Abstract »   Read »   BibTeX
 
   

Bots are less central than verified accounts during contentious political events
S. Gonzalez-Bailon, M. De Domenico, PNAS 118, e2013443118 (2021)
Abstract »   Read »   BibTeX
 
   

The CLAIRE COVID-19 initiative: approach, experiences and recommendations
G. Bontempi et al, Ethics and Information Technology (2021)
Abstract »   Read »   BibTeX
  
   

Measuring topological descriptors of complex networks under uncertainty
S. Raimondo, M. De Domenico, Phys. Rev. E 103, 022311 (2021)
Abstract »   Read »   BibTeX
   

Unraveling the hidden organisation of urban systems and their mobility flows
R. Gallotti, G. Bertagnolli, M. De Domenico, EPJ Data Science 10, 3 (2021)
Abstract »   Read »   BibTeX
Dedicated page
   

Multilayer connector hub mapping reveals key brain regions supporting expressive language
B. Williamson, M. De Domenico, D. Kadis, Brain Connectivity 11, 45 (2020)
Abstract »   Read »   BibTeX
  
   

Heterogeneity in social and epidemiological factors determines the risk of measles outbreaks
P. Bosetti, P. Poletti, M. Stella, B. Lepri, S. Merler, M. De Domenico, PNAS 117, 30118-30125 (2020)
Abstract »   Read »   BibTeX
 
   

CovMulNet19, Integrating Proteins, Diseases, Drugs, and Symptoms: A Network Medicine Approach to COVID-19
N. Verstraete, G. Jurman, G. Bertagnolli, A. Ghavasieh, V. Pancaldi, M. De Domenico, Network and Systems Medicine 3, 130 (2020)
Abstract »   Read »   BibTeX
Online interactive platform  
   

Assessing the risks of "infodemics" in response to COVID-19 epidemics
R. Gallotti, F. Valle, N. Castaldo, P. Sacco, M. De Domenico, Nature Human Behavior 4, 1285-1293 (2020)
Abstract »   Read »   BibTeX

Data on OSF
Covid19 Infodemic Observatory
   

Environmental conditions and human activity nexus. The case of Northern Italy during COVID-19 lockdown
S. Raimondo, B. Benigni, M. De Domenico,  (2020)
Abstract »   Read »  
  
   

Abrupt transition due to non-local cascade propagation in multiplex systems
O. Artime, M. De Domenico, New Journal of Physics 22, 093035 (2020)
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
   

Effectiveness of dismantling strategies on moderated vs. unmoderated online social platforms
O. Artime, V. d'Andrea, R. Gallotti, P. Sacco, M. De Domenico, Scientific Reports 10, 14392 (2020)
Abstract »   Read »   BibTeX
   

PRINCIPIA: a Decentralized Peer-Review Ecosystem
A. Mambrini, A. Baronchelli, M. Starnini, D. Marinazzo, M. De Domenico,  (2020)
Abstract »   Read »  
  
   

Volume and Patterns of Toxicity in Social Media Conversations during the Covid-19 Pandemic
S. Majó-Vázquez, R. K. Nielsen, J. Verdú, N. Rao, M. De Domenico, O. Papaspiliopoulos, RISJ FactSheet (2020)
Abstract »   Read »  
  
Compressing Phase Space Detects State Changes in Nonlinear Dynamical Systems
V. D'Andrea, M. De Domenico, Complexity 2020, 8650742 (2020)
Abstract »   Read »   BibTeX
  
   

Framework for Managing the COVID-19 Infodemic: Methods and Results of an Online, Crowdsourced WHO Technical Consultation
V. Tangcharoensathien et al, J. Med. Internet Research 22, e19659 (2020)
Abstract »   Read »   BibTeX
  
   

Unraveling the Origin of Social Bursts in Collective Attention
M. De Domenico, E. Altmann, Scientific Reports 10, 4629 (2020)
Abstract »   Read »   BibTeX
 APS Physics  Data on Github
   

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

Effects of homophily and academic reputation in the nomination and selection of Nobel laureates
R. Gallotti, M. De Domenico, Scientific Reports 9, 17304 (2019)
Abstract »   Read »   BibTeX
   

Assessment of network module identification across complex diseases
S. Choobdar et al, Nature Methods 16, 843 (2019)
Abstract »   Read »   BibTeX
 
   

The multiplex network of human diseases
A. Halu*, M. De Domenico*, A. Arenas, A. Sharma, NPJ Systems Biology and Applications 5, 15 (2019)
Abstract »   Read »   BibTeX
 
   

Network depth: identifying median and contours in complex networks
G. Bertagnolli, C. Agostinelli, M. De Domenico, Journal of Complex Networks, cnz041 (2019)
Abstract »   Read »   BibTeX
  
   

Complex Networks: from Classical to Quantum
J. Biamonte, M. Faccin, M. De Domenico, Communications Physics 2, 53 (2019)
Abstract »   Read »   BibTeX
 
   

V Mediterranean School of Complex Networks
M. De Domenico, Mason A. Porter, A. Arenas, Journal of Complex Networks, cny035 (2019)
Abstract »   Read »   BibTeX
  
   

The fragility of decentralised trustless socio-technical systems
M. De Domenico, A. Baronchelli, EPJ Data Science 8, 2 (2019)
Abstract »   Read »   BibTeX
 
   

Influence of augmented humans in online interactions during voting events
M. Stella, M. Cristoforetti, M. De Domenico, PLOS One 14, e0214210 (2019)
Abstract »   Read »   BibTeX
  
   

Bots increase exposure to negative and inflammatory content in online social systems
M. Stella, E. Ferrara, M. De Domenico, PNAS 115, 12435 (2018)
Abstract »   Read »   BibTeX
 
   

Multilayer network modeling of integrated biological systems
M. De Domenico, Physics of Life Reviews 24, 149-152 (2018)
Abstract »   Read »   BibTeX
  
   

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)
Abstract »   Read »   BibTeX
  
   

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

Distance entropy cartography characterises centrality in complex networks
M. Stella, M. De Domenico, Entropy 20, 268 (2018)
Abstract »   Read »   BibTeX
  
   

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)
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
 
   

Towards a scientific blockchain framework for reproducible data analysis
C. Furlanello, M. De Domenico, G. Jurman, N. Bussola, Submitted (2017)
Abstract »   Read »  
  
   

Multilayer modeling and analysis of human brain networks
M. De Domenico, GigaScience 6, 1-8 (2017)
Abstract »   Read »   BibTeX
 
   

Modeling Structure and Resilience of the Dark Network
M. De Domenico, A. Arenas, Phys. Rev. E 95, 022313 (2017)
Abstract »   Read »   BibTeX
 Dedicated page   Nature   New Scientist   APS Physics  ScienceDaily
   

Evaluating the impact of interdisciplinary research: a multilayer network approach
E. Omodei, M. De Domenico, A. Arenas, Network Science 5, 235-46 (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)
Abstract »   Read »   BibTeX
   

Spectral entropies as information-theoretic tools for complex network comparison
M. De Domenico, J. Biamonte, Phys. Rev. X 6, 041062 (2016)
Abstract »   Read »   BibTeX
 
   

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)
Abstract »   Read »   BibTeX
 
   

Researcher incentives: EU cash goes to the sticky and attractive
M. De Domenico, A. Arenas,  Nature 531, 580  (2016)
Abstract »   Read »   BibTeX
  Full text
   

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)
Abstract »   Read »   BibTeX
  Dedicated page
   

Mapping multiplex hubs in human functional brain network
M. De Domenico, S. Sasai, A. Arenas, Frontiers in Neuroscience 10, 326 (2016)
Abstract »   Read »   BibTeX
 
   

Quantifying the Diaspora of Knowledge in the Last Century
M. De Domenico, E. Omodei, A. Arenas, Applied Network Science 1, 15 (2016)
Abstract »   Read »   BibTeX
 Dedicated page
   

Nonlinear Dynamics on Interconnected Networks
A. Arenas, M. De Domenico, Physica D 323-324, 1 (2016)
Read »   BibTeX
  
   

Random walk centrality in interconnected multilayer networks
A. Sole-Ribalta, M. De Domenico, S. Gomez, A. Arenas, Physica D 323-324, 73 (2016)
Abstract »   Read »   BibTeX
  
   

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)
Abstract »   Read »   BibTeX
   

Structural reducibility of multilayer networks
M. De Domenico, V. Nicosia, A. Arenas, V. Latora, Nature Communications 6, 6864 (2015)
Abstract »   Read »   BibTeX
  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)
Abstract »   Read »   BibTeX
  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)
Abstract »   Read »   BibTeX
  Science
   

Characterizing interactions in online social networks during exceptional events
E. Omodei, M. De Domenico, A. Arenas,  Frontiers in Physics 3, 59  (2015)
Abstract »   Read »   BibTeX
 
   

Disease Containment Strategies based on Mobility and Information Dissemination
A. Lima, M. De Domenico, V. Pejovic, M. Musolesi,  Scientific Reports 5, 10650 (2015)
Abstract »   Read »   BibTeX
 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)
Abstract »   Read »   BibTeX
 
   

Personalized Routing for Multitudes in Smart Cities
M. De Domenico, A. Lima, M. Gonzalez, A. Arenas, EPJ Data Science 4, 1 (2015)
Abstract »   Read »   BibTeX
   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)
Abstract »   Read »   BibTeX
  
   

Navigability of interconnected networks under random failures
M. De Domenico, A. Sole-Ribalta, S. Gomez, A. Arenas, PNAS 11, 8351 (2014)
Abstract »   Read »   BibTeX
  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
   

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)
Abstract »   Read »   BibTeX
  
   

Emergence of assortative mixing between clusters of cultured neurons
S. Teller, C. Granell, M. De Domenico, J. Soriano, S. Gomez, A. Arenas, PLOS Comput. Biol. 10(9), e1003796 (2014)
Abstract »   Read »   BibTeX
 
   

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)
Abstract »   Read »   BibTeX
 
   

The Anatomy of a Scientific Rumor
M. De Domenico, A. Lima, P. Mougel, M. Musolesi, Scientific Reports 3, 2980 (2013)
Abstract »   Read »   BibTeX
  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)
Abstract »   Read »   BibTeX
 
   

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)
Abstract »   Read »   BibTeX
  arXiv pre-print available
   

Interdependence and Predictability of Human Mobility and Social Interactions
M. De Domenico, A. Lima, M. Musolesi, J. Perv. Mob. Comp. 9, 798-807  (2013)
Abstract »   Read »   BibTeX
Note: Extended version of Nokia Mobility Data Challenge paper
   

Interdependence and Predictability of Human Mobility and Social Interactions
M. De Domenico, A. Lima, M. Musolesi, Proceedings of the Nokia Mobile Data Challenge Workshop. Colocated with Pervasive 2012. Newcastle, United Kingdom (June 2012)
Abstract »   Read »   BibTeX
Winner of the Nokia Mobile Data Challenge
Read more
   

Chaos and Reproduction in Sea Level
M. De Domenico, M. A. Ghorbani, O. Makarynskyy, D. Makarynska, H. Asadi, Appl. Math. Model. 37, 3687-3697 (2013)
Abstract »   Read »   BibTeX
  
   

Scaling and Universality in River Flow Dynamics
M. De Domenico, V. Latora, EuroPhys.Lett. 94, 58002 (2011)
Abstract »   Read »   BibTeX
 
   

Fast detection of nonlinearity and nonstationarity in short and noisy time series
M. De Domenico, V. Latora, EuroPhys.Lett. 91, 30005 (2010)
Abstract »   Read »   BibTeX
 
   

Chaos and scaling in daily river flow
M. De Domenico, M. Ali Ghorbani, Submitted (2011)
Abstract »   Read »  
  
   

Deterministic cyclostationarity of the rate of UHECRs
M. De Domenico et al, GAP2009-082 (2009)
Abstract »   Read »  
  
Search for Stochastic or Chaotic Behaviour from Nonlinear Time Series Analysis of UHECR
M. De Domenico et al, GAP2009-007 (2009)
Abstract »   Read »  
  
Nonlinearity and nonstationarity analysis of UHECR arrival times
M. De Domenico et al, GAP2008-172 (2008)
Abstract »   Read »