262 citations · 1.1k across the 26 of their papers we have counts for
27 papers
A pair-based approximation for simplicial contagion
Federico Malizia, Luca Gallo, Mattia Frasca +3
Higher-order interactions play an important role in complex contagion processes. Mean-field approximations have been used to characterize the onset of spreading in the presence of…
Reconstructing higher-order interactions in coupled dynamical systems
Federico Malizia, Alessandra Corso, Lucia Valentina Gambuzza +3
Higher-order interactions play a key role for the stability and function of a complex system. However, how to identify them is still an open problem. Here, we propose a method to f…
Turing patterns in systems with high-order interactions
Riccardo Muolo, Luca Gallo, Vito Latora +2
Turing theory of pattern formation is among the most popular theoretical means to account for the variety of spatio-temporal structures observed in Nature and, for this reason, fin…
Reachability analysis in stochastic directed graphs by reinforcement learning
Corrado Possieri, Mattia Frasca, Alessandro Rizzo
We characterize the reachability probabilities in stochastic directed graphs by means of reinforcement learning methods. In particular, we show that the dynamics of the transition…
Control of cascading failures in dynamical models of power grids
Mattia Frasca, Lucia Valentina Gambuzza
In this paper, we introduce a distributed control strategy to prevent dynamically-induced cascading failures in power grids. We model power grids using complex networks and nonline…
Individual- and pair-based models of epidemic spreading: master equations and analysis of their forecasting capabilities
Federico Malizia, Luca Gallo, Mattia Frasca +2
Mathematical modeling of disease spreading plays a crucial role in understanding, controlling and preventing epidemic outbreaks. In a microscopic description of the propagation of…