262 citations · 1.1k across the 26 of their papers we have counts for
3 papers · 2 filters
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…
The synchronized dynamics of time-varying networks
Dibakar Ghosh, Mattia Frasca, Alessandro Rizzo +4
Over the past two decades, complex network theory provided the ideal framework for investigating the intimate relationships between the topological properties characterizing the wi…
Lack of practical identifiability may hamper reliable predictions in COVID-19 epidemic models
Luca Gallo, Mattia Frasca, Vito Latora +1
Compartmental models are widely adopted to describe and predict the spreading of infectious diseases. The unknown parameters of such models need to be estimated from the data. Furt…