activity
20052026
most citedBayesian inference of epidemics on networks via Belief Propagation

226 citations · 351 across the 25 of their papers we have counts for

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5 papers · 1 filter

physics.soc-ph2023

Opinion formation by belief propagation: A heuristic to identify low-credible sources of information

Enrico Maria Fenoaltea, Alejandro Lage-Castellanos

With social media, the flow of uncertified information is constantly increasing, with the risk that more people will trust low-credible information sources. To design effective str…

physics.soc-ph2023

City path tomography: reconstructing square road network from artificial users mobile phone data

Andy Rodriguez Lorenzo, Alejandro Lage-Castellanos

Population mobility can be studied readily and cheaply using cellphone data, since people's mobility can be approximately mapped into tower-mobile registries. We model people movin…

physics.soc-ph2020

Dynamics of epidemic models from cavity master equations

Ernesto Ortega, David Machado, Alejandro Lage-Castellanos

We apply the cavity master equation (CME) approach to epidemics models. We explore mostly the susceptible-infectious-susceptible (SIS) model, which can be readily treated with the…

physics.soc-ph2017

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…

physics.soc-ph2005★ 16 cited

The marriage problem: from the bar of appointments to the agency

Alejandro Lage-Castellanos, Roberto Mulet

We study the stable marriage problem from different points of view. We proposed a microscopic dynamic that lead the system to a stationary state that we are able to characterize an…