Papers

1. Shortest-path percolation complex networks
   M. Kim and F. Radicchi
   arXiv:2402.06753 (2024) [pdf]
2. Symmetry breaking in optimal transport networks
   S. Patwardhan, M. Barthelemy, S. Erkol, S. Fortunato and F. Radicchi
   accepted for publication in Nature Communications (2024)
   arXiv:2311.05059 (2024) [pdf]
3. Reconstruction of multiplex networks via graph embeddings
   D. Kaiser, S. Patwardhan, M. Kim and F. Radicchi
   Phys. Rev. E 109, 024313 (2024) [pdf]
4. Robustness and resilience of complex networks
   O. Artime, M. Grassia, M. De Domenico, J.P. Gleeson, H.A. Makse, G. Mangioni, M. Perc and F. Radicchi
   Nature Reviews Physics (2024) [pdf]
5. Network community detection via neural embeddings
   S. Kojaku, F. Radicchi, Y.Y. Ahn and S. Fortunato
   arXiv:2306.13400 (2023) [pdf]
6. Epidemic spreading in group-structured populations
   S. Patwardhan, V.K. Rao, S. Fortunato and F. Radicchi
   Phys. Rev. X 13, 041054 (2023) [pdf]
7. Heterogeneous message passing for heterogeneous networks
   G.T. Cantwell, A. Kirkley and F. Radicchi
   Phys. Rev. E 108, 034310 (2023) [pdf]
8. Dynamical methods for target control of biological networks
   T. Parmer and F. Radicchi
   R. Soc. Open Sci. 10, 230542 (2023) [pdf]
9. The dynamic nature of percolation on networks with triadic interactions
   H. Sun, F. Radicchi, J. Kurths and G. Bianconi
   Nat. Commun. 14, 1308 (2023) [pdf]
10. Complex systems in the spotlight: next steps after the 2021 Nobel Prize in Physics
    G. Bianconi et al.
    J. Phys. Complex. 4, 010201 (2023) [pdf]
11. Critical avalanches of Susceptible-Infected-Susceptible dynamics in finite networks
    D. Notarmuzi, A. Flammini, C. Castellano and F. Radicchi
    Phys. Rev. E 107, 024310 (2023) [pdf]
12. Consistency pays off in science
    S. Erkol, S. Sikdar, F. Radicchi and S. Fortunato
    Quantitative Science Studies 4, 491–500 (2023) [pdf]
13. Influence Maximization: Divide and Conquer
    S. Patwardhan, F. Radicchi and S. Fortunato
    Phys. Rev. E 107, 054306 (2023) [pdf]
14. Embedding-aided network dismantling
    S. Osat, F. Papadopoulos, A.S. Teixeira, and F. Radicchi
    Phys. Rev. Research 5, 013076 (2023) [pdf]
15. Multiplex reconstruction with partial information
    D. Kaiser, S. Patwardhan and F. Radicchi
    Phys. Rev. E 107, 024309 (2023) [pdf]
16. Consistent churn of early career researchers: an analysis of turnover and replacement in the scientific workforce
    C. Boothby, S. Milojević, V. Larivière, F. Radicchi, and C.R. Sugimoto
    10.31219/osf.io/hdny6 (2022) [pdf]
17. Influence maximization in Boolean networks
    T. Parmer, L.M. Rocha and F. Radicchi
    Nat. Commun. 13, 3457 (2022) [pdf]
18. Effective submodularity of influence maximization on temporal networks
    S. Erkol, D. Mazzilli and F. Radicchi
    Phys. Rev. E 106, 034301 (2022) [pdf]
19. Universality, criticality and complexity of information propagation in social media
    D. Notarmuzi, C. Castellano, A. Flammini, D. Mazzilli and F. Radicchi
    Nat. Commun. 13, 1308 (2022) [pdf]
20. Systematic comparison of graph embedding methods in practical tasks
    Y.J. Zhang, K.C. Yang and F. Radicchi
    Phys. Rev. E 104, 044315 (2021) [pdf]
21. Detecting climate teleconnections with Granger causality
    F.N. Silva, D.A. Vega-Oliveros, X. Yan, A. Flammini, F. Menczer, F. Radicchi, B. Kravitz and S. Fortunato
    Geophys. Res. Lett. 48, e2021GL094707 (2021) [pdf]
22. Principled approach to the selection of the embedding dimension of networks
    W. Gu, A. Tandon, Y.Y. Ahn and F. Radicchi
    Nat. Commun. 12, 3772 (2021) [pdf]
23. Who is the best coach of all time? A network-based assessment of the career performance of professional sports coaches
    Ş. Erkol and F. Radicchi
    J. Complex Netw. 9, cnab012 (2021) [pdf]
24. Community detection in networks using graph embeddings
    A. Tandon, A. Albeshri, V. Thayananthan, W. Alhalabi, F. Radicchi and S. Fortunato
    Phys. Rev. E 103, 022316 (2021) [pdf]
25. Percolation theory of self-exciting temporal processes
    D. Notarmuzi, C. Castellano, A. Flammini, D. Mazzilli and F. Radicchi
    Phys. Rev. E 103, L020302 (2021) [pdf]
26. Model-free hidden geometry of complex networks
    Y.J. Zhang, K.C. Yang and F. Radicchi
    Phys. Rev. E 103, 012305 (2021) [pdf]
27. Combinatorial approach to spreading processes on networks
    D. Mazzilli and F. Radicchi
    Eur. Phys. J. B 94, 15 (2021) [pdf]
28. Epidemic plateau in critical SIR dynamics with non-trivial initial conditions
    F. Radicchi and G. Bianconi
    Phys. Rev. E 102, 052309 (2020) [pdf]
29. Influence maximization on temporal networks
    Ş. Erkol, D. Mazzilli and F. Radicchi
    Phys. Rev. E 102, 042307 (2020) [pdf]
30. Classes of critical avalanche dynamics in complex networks
    F. Radicchi, C. Castellano, A. Flammini, M.A. Muñoz and D. Notarmuzi
    Phys. Rev. Research 2, 033171 (2020) [pdf]
31. k-core structure of real multiplex networks
    S. Osat, F. Radicchi and F. Papadopoulos
    Phys. Rev. Research 2, 023176 (2020) [pdf]
    
32. Classical information theory of networks
    F. Radicchi, D. Krioukov, H. Hartle and G. Bianconi
    J. Phys. Complex. 1, 025001 (2020) [pdf]
33. Systematic comparison between methods for the detection of influential spreaders in complex networks
    Ş. Erkol, C. Castellano and F. Radicchi
    Sci. Rep. 9, 15095 (2019) [pdf]
34. Reply to Hanlon: Transitions in science careers
    S. Milojević, F. Radicchi and J.P. Walsh
    Proc. Natl. Acad. Sci. USA 116, 2019-11168 (2019) [pdf]
35. Emergence of power-laws in noncritical neuronal systems
    A. Faqeeh, S. Osat, F. Radicchi and J.P. Gleeson
    Phys. Rev. E 100, 010401(R)(2019) [pdf]
36. Error-Correcting Decoders for Communities in Networks
    K. Bathina and F. Radicchi
    Appl. Netw. Sci. 4, 9 (2019) [pdf]
37. Discordant attributes of structural and functional brain connectivity in a two-layer multiplex network
    S. Lim, F. Radicchi, M.P. van den Heuvel and O. Sporns
    Sci. Rep. 9, 2885 (2019) [pdf]
38. Controlling the uncertain response of real multiplex networks to random damage
    F. Coghi, F. Radicchi and G. Bianconi
    Phys. Rev. E 98, 062317 (2018) [pdf]
39. Changing demographics of scientific careers: The rise of the temporary workforce
    S. Milojević, F. Radicchi and J.P. Walsh
    Proc. Natl. Acad. Sci. USA 115, 12616-12623 (2018) [pdf]
40. Weight Thresholding on Complex Networks
    X. Yan, L. Jeub, A. Flammini, F. Radicchi and S. Fortunato
    Phys. Rev. E 98, 042304 (2018) [pdf]
41. Influence maximization in noisy networks
    Ş. Erkol, A. Faqeeh and F. Radicchi
    EPL 123, 58007 (2018) [pdf]
42. Characterizing the analogy between hyperbolic embedding and community structure of complex networks
    A. Faqeeh, S. Osat and F. Radicchi
    Phys. Rev. Lett. 121, 098301 (2018) [pdf]
43. Uncertainty Reduction for Stochastic Processes on Complex Networks
    F. Radicchi and C. Castellano
    Phys. Rev. Lett. 120, 198301 (2018) [pdf]
44. Observability transition in multiplex networks
    S. Osat and F. Radicchi
    Physica A 503, 745-761 (2018) [pdf]
45. Science of science
    S. Fortunato et al.
    Science 359, eaao0185 (2018) [pdf]
46. Decoding communities in networks
    F. Radicchi
    Phys. Rev. E 97, 022316 (2018) [pdf]
47. Optimal percolation on multiplex networks
    S. Osat, A. Faqeeh and F. Radicchi
    Nat. Commun. 8, 1540 (2017) [pdf]
48. Quantifying perceived impact of scientific publications
    F. Radicchi, A. Weissman and J. Bollen
    J. Informetr. 11, 704-712 (2017) [pdf]
49. Redundant interdependencies boost the robustness of multilayer networks
    F. Radicchi and G. Bianconi
    Phys. Rev. X 7, 011013 (2017) [pdf]
50. Fundamental difference between superblockers and superspreaders in networks
    F. Radicchi and C. Castellano
    Phys. Rev. E 95, 012318 (2017) [pdf]
51. Citation success index − An intuitive pair-wise journal comparison metric
    S. Milojević, F. Radicchi and J. Bar-Ilan
    J. Informetr. 11, 223-231 (2017) [pdf]
52. Percolation in real multiplex networks
    G. Bianconi and F. Radicchi
    Phys. Rev. E 94, 060301(R) (2016) [pdf]
53. Differences in Collaboration Patterns across Discipline, Career Stage, and Gender
    X.H.T. Zheng, J. Duch, M. Sales-Pardo, J.A.G. Moreira, F. Radicchi, H.V. Ribeiro, T.K. Woodruff and L.A.N. Amaral
    PloS Biol. 14, e1002573 (2016) [pdf]
54. Observability transition in real networks
    Y. Yang and F. Radicchi
    Phys. Rev. E 94, 030301(R) (2016) [pdf]
55. Leveraging percolation theory to single out influential spreaders in networks
    F. Radicchi and C. Castellano
    Phys. Rev. E 93, 062314 (2016) [pdf]
56. Beyond the locally treelike approximation for percolation on real networks
    F. Radicchi and C. Castellano
    Phys. Rev. E 93, 030302(R) (2016) [pdf]
57. Breaking of the site-bond percolation universality in networks
    F. Radicchi and C. Castellano
    Nat. Commun. 6, 10196 (2015) [pdf]
58. Quality versus quantity in scientific impact
    J. Kaur, E. Ferrara, F. Menczer, A. Flammini and F. Radicchi
    J. Informetr. 9, 800-808 (2015) [pdf]
59. Percolation in real interdependent networks
    F. Radicchi
    Nat. Phys. 11, 597-602 (2015) [pdf]
60. Defining and identifying Sleeping Beauties in science
    Q. Ke, E. Ferrara, F. Radicchi and A. Flammini
    Proc. Natl. Acad. Sci. USA 112, 7426-7431 (2015) [pdf]
61. Predicting percolation thresholds in networks
    F. Radicchi
    Phys. Rev. E 91, 010801(R) (2015) [pdf]
62. Correlations between user voting data, budget, and box office for films in the Internet Movie Database
    M. Wasserman, S. Mukherjee, K. Scott, X.H.T. Zeng, F. Radicchi and L.A..N. Amaral
    J. Am. Soc. Inf. Sci. Tech. 66, 858–868 (2015) [pdf]
63. Underestimating extreme events in power-law behavior due to machine-dependent cutoffs
    F. Radicchi
    Phys. Rev. E 90, 050801(R) (2014) [pdf]
64. A paradox in community detection
    F. Radicchi
    EPL 106, 38001 (2014) [pdf]
65. Driving interconnected networks to supercriticality
    F. Radicchi
    Phys. Rev. X 4, 021014 (2014) [pdf]
66. On the use of sampling statistics to advance bibliometrics
    J. Kaur, F. Radicchi and F. Menczer
    J. Informetr. 8, 419–420 (2014)
67. Universality of scholarly impact metrics
    J. Kaur, F. Radicchi and F. Menczer
    J. Informetr. 7, 924-932 (2013) [pdf]
68. Abrupt transition in the structural formation of interconnected networks
    F. Radicchi and A. Arenas
    Nat. Phys. 9, 717-720 (2013) [pdf]
69. Field-normalized Impact Factors: A Comparison of Rescaling versus Fractionally Counted IFs
    L. Leydesdorff, F. Radicchi, L. Bornmann, C. Castellano and W. de Nooy
    J. Am. Soc. Inf. Sci. Tech. 64, 2299-2309 (2013) [pdf]
70. Lévy flights in human behavior and cognition
    A. Baronchelli and F. Radicchi
    Chaos Soliton. Fract. 56, 101-105 (2013) [pdf]
71. Analysis of bibliometric indicators for individual scholars in a large data set
    F. Radicchi and C. Castellano
    Scientometrics 97, 627-637 (2013) [pdf]
72. Quantitative evaluation of alternative field mormalization procedures
    Y. Li, F. Radicchi, C. Castellano and J. Ruiz-Castillo
    J. Informetr. 7 746-755 (2013) [pdf
73. Detectability of communities in heterogeneous networks
    F. Radicchi
    Phys. Rev. E 88, 010801(R) (2013) [pdf]
74. The Possible Role of Resource Requirements and Academic Career-Choice Risk on Gender Differences in Publication Rate and Impact
    J. Duch, X.H.T. Zeng, M. Sales-Pardo, F. Radicchi, S. Otis, T.K. Woodruff and L.A.N. Amaral
    Plos ONE 7, e51332 (2012) [pdf]
75. In science “there is no bad publicity”: Papers criticized in comments have high scientific impact
    F. Radicchi
    Sci. Rep. 2, 815 (2012) [pdf]
76. Why Sirtes’s claims do not square with reality
    F. Radicchi and C. Castellano
    J. Informetr. 6, 615-618 (2012) [pdf]
77. Universality, limits and predictability of gold-medal performances at the Olympic Games
    F. Radicchi
    Plos ONE 7, e40335 (2012) [pdf]
78. Evolution of optimal Lévy-flight strategies in human mental searches
    F. Radicchi and A. Baronchelli
    Phys. Rev. E 85, 061121 (2012) [pdf]
79. A reverse engineering approach to the suppression of citation biases reveals universal properties of citation distributions
    F. Radicchi and C. Castellano
    PloS ONE 7, e33833 (2012) [pdf]
80. Rationality, irrationality and escalating behavior in lowest unique bid auctions
    F. Radicchi, A. Baronchelli and L.A.N. Amaral
    PloS ONE 7, e29910 (2012) [pdf]
81. Testing the fairness of citation indicators for comparison across scientific domains: The case of fractional citation counts
    F. Radicchi and C. Castellano
    J. Informetr. 6, 121-130 (2012) [pdf]
82. Explosive percolation in graphs
    S. Fortunato and F. Radicchi
    J. Phys.: Conf. Ser. 297, 012009 (2011) [pdf]
83. Finding statistically significant communities in networks
    A. Lancichinetti, F. Radicchi, J.J. Ramasco and S. Fortunato
    PloS ONE 6, e18961 (2011) [pdf]
84. Rescaling citations of publications in Physics
    F. Radicchi and C. Castellano
    Phys. Rev. E 83, 046116 (2011) [pdf]
85. Information filtering in complex weighted networks
    F. Radicchi, J.J. Ramasco and S. Fortunato
    Phys. Rev. E 83, 046101 (2011) [pdf]
86. Who is the best player ever? A complex network analysis of the history of professional tennis
    F. Radicchi
    PloS ONE 6, e17249 (2011) [pdf]
87. Combinatorial approach to modularity
    F. Radicchi, A. Lancichinetti and J.J. Ramasco
    Phys. Rev. E 82, 026102 (2010) [pdf]
88. Statistical significance of communities in networks
    A. Lancichinetti, F. Radicchi and J.J. Ramasco
    Phys. Rev. E 81, 046110 (2010) [pdf]
89. Explosive percolation: A numerical analysis
    F. Radicchi and S. Fortunato
    Phys. Rev. E 81, 036110 (2010) [pdf]
90. Diffusion of scientific credits and the ranking of scientists
    F. Radicchi, S. Fortunato, B. Markines and A. Vespignani
    Phys. Rev. E 80, 056103 (2009) [pdf]
91. Explosive Percolation in Scale-Free Networks
    F. Radicchi and S.Fortunato
    Phys. Rev. Lett. 103, 168701 (2009) [pdf]
92. Human activity in the web
    F. Radicchi
    Phys. Rev. E 80, 026118 (2009) [pdf]
93. On the fairness of using relative indicators for comparing citation performance in different disciplines
    C. Castellano and F. Radicchi
    Arch. Immunol. Ther. Ex. 57, 85-90 (2009)
94. Renormalization flows in complex networks
    F. Radicchi, A. Barrat, S. Fortunato and J.J. Ramasco
    Phys. Rev. E 79, 026104 (2009) [pdf]
95. Universality of citation distributions: towards an objective measure of scientific impact
    F. Radicchi, S. Fortunato and C. Castellano
    Proc. Natl. Acad. Sci. USA 105, 17268-17272 (2008) [pdf]
96. Benchmark graphs for testing community detection algorithms
    A. Lancichinetti, S. Fortunato and F. Radicchi
    Phys. Rev. E 78, 046110 (2008) [pdf]
97. Complex Networks Renormalization: Flows and Fixed Points
    F. Radicchi, J.J. Ramasco, A. Barrat and S. Fortunato
    Phys. Rev. Lett. 101, 148701 (2008) [pdf]
98. Impact of the updating scheme on stationary states of networks
    F. Radicchi, Y.Y. Ahn and H. Meyer-Ortmanns
    J. Phys. A: Math. Theor. 41, 224010 (2008) [pdf]
99. Phase Transition between Synchronous and Asynchronous Updating Algorithms
    F. Radicchi, D. Vilone and H. Meyer-Ortmanns
    J. Stat. Phys. 129, 593-603 (2007) [pdf]
100. Universality class of triad dynamics on a triangular lattice
     F. Radicchi, D. Vilone and H. Meyer-Ortmanns
     Phys. Rev. E 75, 021118 (2007) [pdf]
101. Social balance as a satisfiability problem of computer science
     F. Radicchi, D. Vilone, S. Yoon and H. Meyer-Ortmanns
     Phys. Rev. E 75, 026106 (2007) [pdf]
102. Reentrant synchronization and pattern formation in pacemaker-entrained Kuramoto oscillators
     F. Radicchi and H. Meyer-Ortmanns
     Phys. Rev. E 74, 026203 (2006) [pdf]
103. Entrainment of coupled oscillators on regular networks by pacemakers
     F. Radicchi and H. Meyer-Ortmanns
     Phys. Rev. E 73, 036218 (2006) [pdf]
104. Self-similar scale-free networks and disassortativity
     S.H. Yook, F. Radicchi and H. Meyer-Ortmanns
     Phys. Rev. E 72, 045105(R) (2005) [pdf]
105. Self-contained algorithms to detect communities in networks
     C. Castellano, F. Cecconi, V. Loreto, D. Parisi and F. Radicchi
     Eur. Phys. J. B 38, 311-319 (2004) [pdf]
106. Defining and identifying communities in networks
     F. Radicchi, C. Castellano, F. Cecconi, V. Loreto and D. Parisi
     Proc. Natl. Acad. Sci. USA 101, 2658-2663 (2004) [pdf]

Book chapters

1. A Tipping Point in the Structural Formation of Interconnected Networks
   A. Arenas and F. Radicchi
   in Understanding Complex Systems: Interconnected Networks
   Ed. A. Garas (Springer, 2016)
2. Understanding the Scientific Enterprise: Citation Analysis, Data and Modeling
   F. Radicchi and C. Castellano
   in Social Phenomena: From Data Analysis to Models
   Eds. Bruno Gonçalves, Nicola Perra (Springer, 2015)
3. Citation Networks
   F. Radicchi, S. Fortunato and A. Vespignani
   in Models of Science Dynamics: Encounters Between Complexity Theory and Information Sciences
   Eds. A.Scharnhorst; K. Börner and P. van den Besselaar (Springer, 2012)

Theses

1. Cooperation in dynamical networks
   F. Radicchi
   PhD Thesis, (2007) [pdf]
2. Metodi di identificazione di strutture comunitarie in reti complesse
   F. Radicchi
   Master of Science Thesis, (2003)