40 citations · 158 across the 22 of their papers we have counts for
5 papers · 1 filter
EpidemIQs: Prompt-to-Paper LLM Agents for Epidemic Modeling and Analysis
Mohammad Hossein Samaei, Faryad Darabi Sahneh, Lee W. Cohnstaedt +1
Large Language Models (LLMs) offer new opportunities to accelerate complex interdisciplinary research domains. Epidemic modeling, characterized by its complexity and reliance on ne…
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…
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…
Robustness surfaces of complex networks
Marc Manzano, Faryad Sahneh, Caterina Scoglio +2
Despite the robustness of complex networks has been extensively studied in the last decade, there still lacks a unifying framework able to embrace all the proposed metrics. In the…
A Convex Framework for Optimal Investment on Disease Awareness in Social Networks
Victor M. Preciado, Faryad Darabi Sahneh, Caterina Scoglio
We consider the problem of controlling the propagation of an epidemic outbreak in an arbitrary network of contacts by investing on disease awareness throughout the network. We mode…