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Fundamentals of spreading processes in single and multilayer complex networks
Spreading processes have been largely studied in the literature, both analytically and by
means of large-scale numerical simulations. These processes mainly include the …
means of large-scale numerical simulations. These processes mainly include the …
Computational applications of extended SIR models: A review focused on airborne pandemics
T Lazebnik - Ecological Modelling, 2023 - Elsevier
Epidemiological-Mathematical models are powerful tools for estimating the course of a
pandemic and exploring different scenarios through pandemic intervention policies (PIPs) …
pandemic and exploring different scenarios through pandemic intervention policies (PIPs) …
Epidemic outbreaks with adaptive prevention on complex networks
The adoption of prophylaxis attitudes, such as social isolation and use of face masks, to
mitigate epidemic outbreaks strongly depends on the support of the population. In this work …
mitigate epidemic outbreaks strongly depends on the support of the population. In this work …
Eon (epidemics on networks): a fast, flexible python package for simulation, analytic approximation, and analysis of epidemics on networks
JC Miller, T Ting - arxiv preprint arxiv:2001.02436, 2020 - arxiv.org
We provide a description of the Epidemics on Networks (EoN) python package designed for
studying disease spread in static networks. The package consists of over $100 $ methods …
studying disease spread in static networks. The package consists of over $100 $ methods …
Outbreak diversity in epidemic waves propagating through distinct geographical scales
A central feature of an emerging infectious disease in a pandemic scenario is the spread
through geographical scales and the impacts on different locations according to the adopted …
through geographical scales and the impacts on different locations according to the adopted …
Infectious disease dynamics in metapopulations with heterogeneous transmission and recurrent mobility
Human mobility, contact patterns, and their interplay are key aspects of our social behavior
that shape the spread of infectious diseases across different regions. In the light of new …
that shape the spread of infectious diseases across different regions. In the light of new …
Individual risk perception and empirical social structures shape the dynamics of infectious disease outbreaks
The dynamics of a spreading disease and individual behavioral changes are entangled
processes that have to be addressed together in order to effectively manage an outbreak …
processes that have to be addressed together in order to effectively manage an outbreak …
Accuracy of discrete-and continuous-time mean-field theories for epidemic processes on complex networks
Discrete-and continuous-time approaches are frequently used to model the role of
heterogeneity on dynamical interacting agents on the top of complex networks. While, on the …
heterogeneity on dynamical interacting agents on the top of complex networks. While, on the …
[BUCH][B] Gillespie algorithms for stochastic multiagent dynamics in populations and networks
N Masuda, CL Vestergaard - 2022 - cambridge.org
Many multiagent dynamics can be modeled as a stochastic process in which the agents in
the system change their state over time in interaction with each other. The Gillespie …
the system change their state over time in interaction with each other. The Gillespie …
Mathematical modeling applied to epidemics: an overview
AS Mata, SMP Dourado - São Paulo Journal of Mathematical Sciences, 2021 - Springer
This work presents an overview of the evolution of mathematical modeling applied to the
context of epidemics and the advances in modeling in epidemiological studies. In fact …
context of epidemics and the advances in modeling in epidemiological studies. In fact …