Non-equilibrium Statistical Mechanics

Application of stochastic and numerical methods to the study of complex systems. Topological and temporal properties of natural systems, as represented in terms of complex networks. Dynamical processes and non-equilibrium phase transitions in disordered substrates. Dynamics of social systems. Human activity and dynamics. Non-Markovian temporal networks. Collective motion.

1- Percolation and topological properties of temporal higher-order networks
Gaetano, L.; Battiston, F.; Starnini, M.
Physical Review Letters 132 037401 (2024)

2- Charting mobility patterns in the scientific knowledge landscape
Kumar, C.; Tupikina, L.; Lécuyer, F.; Starnini, M.; Santolini, M.
EPJ data science 13 12 (2024)

3- Global misinformation spillovers in the vaccination debate before and during the COVID-19 pandemic: multilingual Twitter study
Lenti, J.; Mejova, Y.; Kalimeri, K.; Panisson, A.; Paolotti, D.; Tizzani, M.; Starnini, M.
JMIR Infodemiology 3 e44714 (2023)

4- Influence of individual nodes for continuous-time susceptible-infected-susceptible dynamics on synthetic and real-world networks
De Bellis, A.; Pastor-Satorras, R. and Castellano, C.
Physical Review E 104 014306 (2021)

5- Amplitude death and restoration in networks of oscillators with random-walk diffusion
Clusella, P.; Pastor-Satorras, R. and Miguel Lopez, M.C.
Communications Physics 4 13 (2021)

6- The localization of non-backtracking centrality in networks and its physical consequences
Pastor-Satorras, R. and Castellano, C.
Scientific Reports 10 21639 (2020)

7- Cumulative merging percolation and the epidemic transition of the susceptible-infected-susceptible model in networks
Castellano, C. ; Pastor-Satorras, R.
Physical Review X 10 011070 (2020)

8- Scalar model of flocking dynamics on complex social networks
Miguel Lopez, M.C. ; Pastor-Satorras, R.
Physical Review E 100 042305 (2019)

9- Quantifying echo chamber effects in information spreading over political communication networks
Cota, W. ; Ferreira, S. C. ; Pastor-Satorras, R. ; Starnini, M.
EPJ Data Science 8 35 (2019)

10- Random walks in non-Poissoinan activity driven temporal networks
Moinet, A. ; Starnini, M. ; Pastor-Satorras, R.
New Journal of Physics 21 093032 (2019)

11- Effect of risk perception on epidemic spreading in temporal networks
Moinet, A. ; Pastor-Satorras, R. ; Barrat, A.
Physical Review E 97 012313 (2018)

12- Effects of heterogeneous social interactions on flocking dynamics
Miguel Lopez, M.C. ; Parley, J. ; Pastor-Satorras, R.
Physical Review Letters 120 068303 (2018)

13- Eigenvector localization in real networks and its implications for epidemic spreading
Pastor-Satorras, R. ; Castellano, C.
Journal of Statistical Physics 173 1110-1123 (2018)

14- Generalized voterlike model on activity-driven networks with attractiveness
Moinet, A. ; Barrat, A. ; Pastor-Satorras, R.
Physical Review E 98 022303 (2018)

15- Relevance of backtracking paths in recurrent-state epidemic spreading on networks
Castellano, C. ; Pastor-Satorras, R.
Physical Review E 98 052313 (2018)

16- Topological structure and the H index in complex networks
Pastor-Satorras, R. ; Castellano, C.
Physical Review E 95 022301 (2017)

17- Evolutionary dynamics of the cryptocurrency market
ElBahrawy, A. ; Alessandretti, L. ; Kandler, A. ; Pastor-Satorras, R. ; Baronchelli, A.
Royal Society Open Science 4 170623 (2017)

18- Relating topological determinants of complex networks to their spectral properties: structural and dynamical effects
Castellano, C. ; Pastor-Satorras, R.
Physical Review X 7 041024 (2017)

19- Effects of temporal correlations in social multiplex networks
Starnini, M. ; Baronchelli, A. ; Pastor-Satorras, R.
Scientific Reports 7 8597 (2017)

20- Scale-free networks emerging from multifractal time series
Budroni, M. ; Baronchelli, A. ; Pastor-Satorras, R.
Physical Review E 95 052311 (2017)

21- Distinct types of eigenvector localization in networks
Pastor-Satorras, R. ; Castellano, C.
Scientific Reports 6 18847 (2016)

22- Collective versus hub activation of epidemic phases on networks
Ferreira, S. C. ; Salvador, R. ; Pastor-Satorras, R.
Physical Review E 93 032314 (2016)

23- Aging and percolation dynamics in a Non-Poissonian temporal network model
Moinet, A. ; Starnini, M. ; Pastor-Satorras, R.
Physical Review E 94 022316 (2016)

24- Model reproduces individual, group and collective dynamics of human contact networks
Starnini, M. ; Baronchelli, A. ; Pastor-Satorras, R.
Social networks 47 130-137 (2016)

25- On the numerical study of percolation and epidemic critical properties in networks
Castellano, C. ; Pastor-Satorras, R.
European Physical Journal B 89 243 (2016)

26- Slow relaxation dynamics and aging in random walks on activity driven temporal networks
Sousa, A. ; Pastor-Satorras, R.
European Physical Journal B 88 38 (2015)

27- Burstiness and aging in social temporal networks
Moinet, A. ; Starnini, M. ; Pastor-Satorras, R.
Physical Review Letters 114 108701 (2015)

28- Lifespan method as a tool to study criticality in absorbing-state phase transitions
Mata, A. S. ; Boguña, M. ; Castellano, C. ; Pastor-Satorras, R.
Physical Review E 91 052117 (2015)

29- Epidemic processes in complex networks
Pastor-Satorras, R. ; Castellano, C. ; Van Mieghem, P. ; Vespignani, A.
Reviews of Modern Physics 87 925-979 (2015)

30- Temporal percolation in activity-driven networks
Starnini, M. ; Pastor-Satorras, R.
Physical Review E 89 032807 (2014)

31- Phase transitions with infinitely many absorbing states in complex networks
S;er, R. ; Ferreira, S. C. ; Pastor-Satorras, R.
Physical Review E 87 022820 (2013)

32- Immunization strategies for epidemic processes in time-varying contact networks
Starnini, M. ; Machens, A. ; Cattuto, C. ; Barrat, A. ; Pastor-Satorras, R.
Journal of theoretical biology 337 89-100 (2013)

33- Evolution in a changing environment
Baronchelli, A. ; Chater, N. ; Christiansen, M. H. ; Pastor-Satorras, R.
PloS one 8 0052742 (2013)

34- Mean-field analysis of the q-voter model on networks
Moretti, P. ; Liu, S. ; Castellano, C. ; Pastor-Satorras, R.
Journal of Statistical Physics 151 113-130 (2013)

35- Modeling human dynamics of face-to-face interaction networks
Starnini, M. ; Baronchelli, A. ; Pastor-Satorras, R.
Physical Review Letters 110 168701 (2013)

36- Topological properties of a time-integrated activity-driven network
Starnini, M. ; Pastor-Satorras, R.
Physical Review E 87 062807 (2013)

37- Networks in cognitive science
Baronchelli, A. ; Ferrer-i-Cancho, R. ; Pastor-Satorras, R. ; Chatter, N. ; Christiansen, M. H.
Trends in cognitive sciences 17 348-360 (2013)

38- Nature of the epidemic threshold for the susceptible-infected-susceptible dynamics in networks
Boguña, M. ; Castellano, C. ; Pastor-Satorras, R.
Physical Review Letters 111 068701 (2013)

39- Effects of local population structure in a reaction-diffusion model of a contact process on metapopulation networks
Mata, A. S. ; Ferreira, S. C. ; Pastor-Satorras, R.
Physical Review E 88 042820 (2013)

40- Universal and nonuniversal features of the generalized voter class for ordering dynamics in two dimensions
Castellano, C. ; Pastor-Satorras, R.
Physical Review E 86 051123 (2012)

41- Random walks and search in time-varying networks
Perra, N. ; Mocanu, D.R. ; Baronchelli, A. ; Gonçalves, B. ; Pastor-Satorras, R. ; Vespignani, A.
Physical Review Letters 109 238701 (2012)

42- The biological origin of linguistic diversity
Baronchelli, A. ; Chater, N. ; Pastor-Satorras, R. ; Christiansen, M. H.
PloS one 7 0048029 (2012)

43- Ordering dynamics of the multi-state voter model
Starnini, M. ; Baronchelli, A. ; Pastor-Satorras, R.
Journal of statistical mechanics: Theory and experiment 2012 P10027 (2012)

44- Epidemic thresholds of the susceptible-infected-susceptible model on networks: a comparison of numerical and theoretical results
Ferreira, S. C. ; Castellano, C. ; Pastor-Satorras, R.
Physical Review E 86 041125 (2012)

45- Slow dynamics and rare-region effects in the contact process on weighted tree networks
Odor, G. ; Pastor-Satorras, R.
Physical Review E 86 026117 (2012)

46- Competing activation mechanisms in epidemics on networks
Castellano, C. ; Pastor-Satorras, R.
Scientific Reports 2 371 (2012)

47- Heterogenous mean-field analysis of a generalized voter-like model on networks
Moretti, P. ; Liu, S. ; Baronchelli, A. ; Pastor-Satorras, R.
European Physical Journal B 85 20501 (2012)

48- Percolation analysis of force networks in anisotropic granular matter
Pastor-Satorras, R. ; Miguel Lopez, M.C.
Journal of statistical mechanics: Theory and experiment 2012 P02008 (2012)

49- Random walks on temporal networks
Starnini, M. ; Baronchelli, A. ; Barrat, A. ; Pastor-Satorras, R.
Physical Review E 85 056115 (2012)

50- Activity driven modeling of time varying networks
Perra, N. ; Gonçalves, B. ; Pastor-Satorras, R. ; Vespignani, A.
Scientific Reports 2 469 (2012)

51- Quasistationary analysis of the contact process on annealed scale-free networks
Ferreira, S. C. ; Ferreira, R. ; Pastor-Satorras, R.
Physical Review E 83 066113 (2011)

52- Quasistationary simulations of the contact process on quenched networks
Ferreira, S. C. ; Ferreira, R. ; Castellano, C. ; Pastor-Satorras, R.
Physical Review E 84 066102 (2011)

53- Irrelevance of information outflow in opinion dynamics models
Castellano, C. ; Pastor-Satorras, R.
Physical Review E 83 016113 (2011)

54- Voter models on weighted networks
Baronchelli, A. ; Castellano, C. ; Pastor-Satorras, R.
Physical Review E 83 066117 (2011)

55- Thresholds for epidemic spreading in networks
Castellano, C. ; Pastor-Satorras, R.
Physical Review Letters 105 218701 (2010)

56- Mean-field diffusive dynamics on weighted networks
Baronchelli, A. ; Pastor-Satorras, R.
Physical Review E 82 011111 (2010)

57- Complex networks: patterns of complexity
Pastor-Satorras, R. ; Vespignani, A.
Nature Physics 6 480-481 (2010)

58- Steady-state dynamics of the forest fire model on complex networks
Bancal, J. ; Pastor-Satorras, R.
European Physical Journal B 76 109-121 (2010)

59- Complex networks and glassy dynamics: walks in the energy landscape
Moretti, P. ; Baronchelli, A. ; Barrat, A. ; Pastor-Satorras, R.
Journal of statistical mechanics: Theory and experiment 2010 P03032 (2010)

60- Langevin approach for the dynamics of the contact process on annealed scale-free networks
Boguña, M. ; Castellano, C. ; Pastor-Satorras, R.
Physical Review E 79 036110 (2009)

61- Glass transition and random walks on complex energy landscapes
Baronchelli, A. ; Barrat, A. ; Pastor-Satorras, R.
Physical Review E 80 20102 (2009)

62- Nonlinear q-voter model
Castellano, C. ; Muñoz, M.A. ; Pastor-Satorras, R.
Physical Review E 80 041129 (2009)

63- Effects of mobility on ordering dynamics
Baronchelli, A. ; Pastor-Satorras, R.
Journal of statistical mechanics: Theory and experiment 2009 L11001 (2009)

64- Non-mean-field behavior of the contact process on scale-free networks
Castellano, C. ; Pastor-Satorras, R.
Physical Review Letters 96 038701 (2006)

65- Zero temperature Glauber dynamics on complex networks
Castellano, C. ; Pastor-Satorras, R.
Journal of statistical mechanics: Theory and experiment 2006 P05001 (2006)

66- Field theory for a reaction-diffusion model of quasispecies dynamics
Pastor-Satorras, R. ; Solé, R. V.
Physical Review E 64 016103 (2001)