40 citations · 158 across the 22 of their papers we have counts for
7 papers · 1 filter
Generalized group-based epidemic model for spreading processes on networks: GgroupEM
Sifat Afroj Moon, Faryad Darabi Sahneh, Caterina Scoglio
We develop a generalized group-based epidemic model (GgroupEM) framework for any compartmental epidemic model (for example; susceptible-infected-susceptible, susceptible-infected-r…
Delocalized Epidemics on Graphs: A Maximum Entropy Approach
Faryad Darabi Sahneh, Aram Vajdi, Caterina Scoglio
The susceptible--infected--susceptible (SIS) epidemic process on complex networks can show metastability, resembling an endemic equilibrium. In a general setting, the metastable st…
GEMFsim: A Stochastic Simulator for the Generalized Epidemic Modeling Framework
Faryad Darabi Sahneh, Aram Vajdi, Heman Shakeri +2
The recently proposed generalized epidemic modeling framework (GEMF) \cite{sahneh2013generalized} lays the groundwork for systematically constructing a broad spectrum of stochastic…
Numerical Investigation of Metrics for Epidemic Processes on Graphs
Max Goering, Faryad Darabi Sahneh, Nathan Albin +2
This study develops the epidemic hitting time (EHT) metric on graphs measuring the expected time an epidemic starting at node in a fully susceptible network takes to propagate…
Exact Coupling Threshold for Structural Transition in Interconnected Networks
Faryad Darabi Sahneh, Caterina Scoglio, Piet Van Mieghem
Interconnected networks are mathematical representation of systems where two or more simple networks are coupled to each other. Depending on the coupling weight between the two com…
May the Best Meme Win!: New Exploration of Competitive Epidemic Spreading over Arbitrary Multi-Layer Networks
Faryad Darabi Sahneh, Caterina Scoglio
This study extends the SIS epidemic model for single virus propagation over an arbitrary graph to an SI1SI2S epidemic model of two exclusive, competitive viruses over a two-layer n…