214 citations · 676 across the 14 of their papers we have counts for
6 papers · 1 filter
Gillespie algorithms for stochastic multiagent dynamics in populations and network
Naoki Masuda, Christian L. Vestergaard
Many multiagent dynamics, including various collective dynamics occurring on networks, can be modeled as a stochastic process in which the agents in the system change their state o…
Randomized reference models for temporal networks
Laetitia Gauvin, Mathieu Génois, Márton Karsai +4
Many dynamical systems can be successfully analyzed by representing them as networks. Empirically measured networks and dynamic processes that take place in these situations show h…
Impact of spatially constrained sampling of temporal contact networks on the evaluation of the epidemic risk
Christian L. Vestergaard, Eugenio Valdano, Mathieu Génois +3
The ability to directly record human face-to-face interactions increasingly enables the development of detailed data-driven models for the spread of directly transmitted infectious…
Compensating for population sampling in simulations of epidemic spread on temporal contact networks
Mathieu Génois, Christian L. Vestergaard, Ciro Cattuto +1
Data describing human interactions often suffer from incomplete sampling of the underlying population. As a consequence, the study of contagion processes using data-driven models c…
How memory generates heterogeneous dynamics in temporal networks
Christian L. Vestergaard, Mathieu Génois, Alain Barrat
Empirical temporal networks display strong heterogeneities in their dynamics, which profoundly affect processes taking place on these networks, such as rumor and epidemic spreading…
Data on face-to-face contacts in an office building suggests a low-cost vaccination strategy based on community linkers
Mathieu Génois, Christian L. Vestergaard, Julie Fournet +3
Empirical data on contacts between individuals in social contexts play an important role in providing information for models describing human behavior and how epidemics spread in p…