304 citations · 2.4k across the 61 of their papers we have counts for
6 papers · 1 filter
Statistical Mechanics of Inference in Epidemic Spreading
Alfredo Braunstein, Louise Budzynski, Matteo Mariani
We investigate the information-theoretical limits of inference tasks in epidemic spreading on graphs in the thermodynamic limit. The typical inference tasks consist in computing ob…
Contamination source inference in water distribution networks
Alfredo Braunstein, Alejandro Lage-Castellanos, Ernesto Ortega
We study the inference of the origin and the pattern of contamination in water distribution networks. We assume a simplified model for the dyanmics of the contamination spread insi…
Network reconstruction from infection cascades
Alfredo Braunstein, Alessandro Ingrosso, Anna Paola Muntoni
Accessing the network through which a propagation dynamics diffuse is essential for understanding and controlling it. In a few cases, such information is available through direct e…
Predicting epidemic evolution on contact networks from partial observations
Jacopo Bindi, Alfredo Braunstein, Luca Dall'Asta
The massive employment of computational models in network epidemiology calls for the development of improved inference methods for epidemic forecast. For simple compartment models,…
Network dismantling
Alfredo Braunstein, Luca Dall'Asta, Guilhem Semerjian +1
We study the network dismantling problem, which consists in determining a minimal set of vertices whose removal leaves the network broken into connected components of sub-extensive…
Containing epidemic outbreaks by message-passing techniques
F. Altarelli, A. Braunstein, L. Dall'Asta +2
The problem of targeted network immunization can be defined as the one of finding a subset of nodes in a network to immunize or vaccinate in order to minimize a tradeoff between th…