74 citations · 620 across the 34 of their papers we have counts for
8 papers · 1 filter
FastGEMF: Scalable High-Speed Simulation of Stochastic Spreading Processes over Complex Multilayer Networks
Mohammad Hossein Samaei, Faryad Darabi Sahneh, Caterina Scoglio
Predicting the spread of processes across complex multi-layered networks has long challenged researchers due to the intricate interplay between network structure and propagation dy…
A principled approach for weighted multilayer network aggregation
Junyao Kuang, Caterina Scoglio
A multilayer network depicts different types of interactions among the same set of nodes. For example, protease networks consist of five to seven layers, where different layers rep…
Layer reconstruction and missing link prediction of multilayer network with a Maximum A Posteriori estimation
Junyao Kuang, Caterina Scoglio
A multilayer network is composed of multiple layers, where different layers have the same set of vertices but represent different types of interactions. Nevertheless, some layers a…
Contact Adaption during Epidemics: A Multilayer Network Formulation Approach
Faryad Darabi Sahneh, Aram Vajdi, Joshua Melander +1
People change their physical contacts as a preventive response to infectious disease propagations. Yet, only a few mathematical models consider the coupled dynamics of the disease…
Network clustering and community detection using modulus of families of loops
Heman Shakeri, Pietro Poggi-Corradini, Nathan Albin +1
We study the structure of loops in networks using the notion of modulus of loop families. We introduce a new measure of network clustering by quantifying the richness of families o…
Epidemic Threshold of an SIS Model in Dynamic Switching Networks
Mohammad Reza Sanatkar, Warren N. White, Balasubramaniam Natarajan +2
In this paper, we analyze dynamic switching networks, wherein the networks switch arbitrarily among a set of topologies. For this class of dynamic networks, we derive an epidemic t…