FastGEMF: Scalable High-Speed Simulation of Stochastic Spreading Processes Over Complex Multilayer Networks

FastGEMF: Scalable High-Speed Simulation of Stochastic Spreading Processes Over Complex Multilayer Networks

Predicting stochastic spreading processes across large-scale multi-layered networks remains a significant computational challenge due to the intricate interplay between network structure and spread dynamics. This study introduces FastGEMF, a novel, scalable simulation framework for exact, high-speed...

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Bibliographic Details
Main Authors: Mohammad Hossein Samaei, Faryad Darabi Sahneh, Caterina Scoglio
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Complex networks
Markov process
epidemic spreading
mechanistic models
simulation
Online Access:https://ieeexplore.ieee.org/document/10876117/
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https://ieeexplore.ieee.org/document/10876117/

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