Ginestra Bianconi's Publications

Publications

GOOGLE SCHOLAR WEBPAGE

Books

• Multilayer networks:Structure and Functions (Oxford University Press, 2018)
• Higher-order networks:An introduction to simplicial complexes (Cambridge University Press, 2021)
• Networks of Networks in Biology (Cambridge University Press, 2021)

Selected Publications

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Higher-order networks and topological signals

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1. A. P. Millan, J.J. Torres and G. Bianconi,
   Explosive higher-order Kuramoto dynamics on simplicial complexes
   Physical Review Letters 124, 218301 (2020)
2. R. Ghorbanchian, J. G. Restrepo, J. J. Torres and G. Bianconi
   Higher-order simplicial synchronization of coupled topological signals
   Communication Physics,4120, (2021)
3. O. T. Courtney and G. Bianconi
   Generalized network structures: The configuration model and the canonical ensemble of simplicial complexes
   Phys. Rev. E 93062311, (2016)
4. Guillaume St-Onge, Hanlin Sun, Antoine Allard, Laurent Hébert-Dufresne, and Ginestra Bianconi
   Universal Nonlinear Infection Kernel from Heterogeneous Exposure on Higher-Order Networks
   Physical Review Letters 127,158301 (2021)
   
5. G. Bianconi,
   The topological Dirac equation of networks and simplicial complexes
   JPhys Complexity2,035022(2021)
   
6. F. Battiston et al.,
   The physics of higher-order interactions in complex systems
   Nature Physics 171093, (2021).
7. Z. Wu, G. Menichetti, C. Rahmede and G.Bianconi,
   Emergent Complex Network Geometry
   Scientific Reports 5, 10073 (2015).
8. G. Bianconi, C. Rahmede,
   Emergent hyperbolic network geometry
   Scientific Reports 124, 218301 (2015)
9. G. Bianconi, C. Rahmede,
   Network geometry with flavor: from complexity to quantum geometry
   Phys. Rev. E 93, 032315 (2016)
10. G. Bianconi,
    Interdisciplinary and physics challenges in network theory
    Europhysics Letters 111, 56001 (2015).
11. G. Bianconi and C. Rahmede,
    Complex Quantum Network Manifolds in d>2 are Scale-Free
    Scientific Reports 5, 13979 (2015).
    (Covered in the press Science Daily,Phys.org,La Stampa,MEDIA INAF)

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Multilayer networks

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12. S. Boccaletti, G. Bianconi, R. Criado, C. del Genio, J. Gomez-Gardenes, M. Romance, I. Sendina-Nadal, Z. Wang, M. Zanin
    Structure and Dynamics of Multilayer Networks
    Physics Reports 544,1 (2014)
13. G. Bianconi,
    Statistical Mechanics of Multiplex Networks: Entropy and Overlap
    Phys. Rev. E 87,062806 (2013)
14. Giulia Menichetti, Daniel Remondini, Pietro Panzarasa, Raul J. Mondragon and Ginestra Bianconi
    Weighted Multiplex Networks
    PloSOne 9 e97857 (2014)
15. G. Bianconi,
    Multilayer Networks: Dangerous Liaison?
    Nature Physics 10, 712 (2014)
16. F. Radicchi and G. Bianconi,
    Redundant interdependencies boost the robustness of multiplex networks
    Phys. Rev. X 7, 011013(2017)
    
17. D. Cellai, S.N. Dorogovtsev and G. Bianconi,
    Message passing theory for percolation models on multiplex networks with link overlap,
    Phys. Rev. E 94, 032301 (2016).
    
18. G. Bianconi and S.N. Dorogovstev
    Multiple percolation transitions in a configuration model of a network of networks
    Phys. Rev. E 89 062814 (2014)
19. C. Rahmede, J. Iacovacci, A. Arenas, and G. Bianconi,
    Centrality of nodes and influences of layers in large multiplex networks
    Journal of Complex Networks cnx050 (2017)
    
20. J. Iacovacci, C. Rahmede, A. Arenas and G. Bianconi,
    Functional Multiplex PageRank
    Europhysics Letters 116, 28004 (2016).
    
21. G. Menichetti, L. Dall'Asta and G. Bianconi,
    Control of Multilayer Networks
    Scientific Reports 6, 20706 (2016).
    
22. Vincenzo Nicosia, Ginestra Bianconi,Vito Latora and Marc Barthelemy
    Growing multiplex networks
    Phys. Rev. Lett. 111,058701 (2013)
23. Arda Halu, Raul J. Mondragon, P. Panzarasa and Ginestra Bianconi,
    Multiplex PageRank
    PloS One 8,e78293 (2013)

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Statistical mechanics of network ensembles

Non-equivalence of conjugated network ensembles

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24. K. Anand and G. Bianconi,
    Entropy measures for networks: Toward an information theory of complex topologies,
    Phys. Rev. E (Rapid Communication) 80, 045102 (2009)
    (Find more about NETWORK ENSEMBLES AND THEIR NON-EQUIVALENCE of networks )
    
25. K. Anand and G. Bianconi,
    Gibbs entropy of network ensembles by cavity methods
    Phys. Rev. E 82, 011116 (2010)
    (Find more about NETWORK ENSEMBLES AND THEIR NON-EQUIVALENCE of networks )
    
26. G. Bianconi, P. Pin and M. Marsili,
    Assessing the relevance of node features for network structure,
    PNAS 106, 11433 (2009).
    (See this URL for matlab codes and related information)
27. G. Bianconi,
    Entropy of randomized network ensembles,
    Europhys. Lett. 81, 28005 (2008).
    (Find more about ENTROPY of networks )
    

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Bose-Einstein condensation in complex networks

Bianconi-Barabasi model

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28. G. Bianconi and A. L. Barabási,
    Bose-Einstein condensation in complex networks,
    Phys. Rev. Lett. 86, 5632 (2001).
    (Find more about CONDENSATION transitions in complex systems)
    
29. G. Bianconi and A. L. Barabási,
    Competition and multiscaling in evolving networks,
    Europhys. Lett. 54, 436 (2001).
    (Find more about the BIANCONI-BARABASI MODEL)

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Neuronal networks

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30. P. Bonifazi, et al.
    GABAergic Hub Neurons Orchestrate Synchrony in Developing Hippocampal Networks
    Science, 326 1419 (2009).
31. F. P. Ulloa Severino, et al.
    The role of dimensionality in neuronal network dynamics
    Scientific Reports, 6 29640 (2016).

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Complexity and criticality in condensed Matter

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32. G. Campi, A. Bianconi, N. Poccia, G. Bianconi, L. Barba, G. Arrighetti, D. Innocenti, J. Karpinski, N. D. Zhigadlo, S. M. Kazakov, M. Burghammer, M. v. Zimmermann, M. Sprung, A. Ricci,
    Inhomogeneity of charge-density-wave order and quenched disorder in a high-Tc superconductor
    Nature, 525, 359 (2015).
33. N. Poccia, T. I. Baturina, F. Coneri, C. G. Molenaar, X. R. Wang, G. Bianconi, A. Brinkman, H. Hilgenkamp, A. A. Golubov, and V. M. Vinokur,
    Critical behavior at a dynamic vortex insulator-to-metal transition
    Science 349, 1202 (2015).