Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models

L Zino, M Cao - IEEE Circuits and Systems Magazine, 2021 - ieeexplore.ieee.org
During the ongoing COVID-19 pandemic, mathematical models of epidemic spreading have
emerged as powerful tools to produce valuable predictions of the evolution of the pandemic …

Modeling, estimation, and analysis of epidemics over networks: An overview

PE Paré, CL Beck, T Başar - Annual Reviews in Control, 2020 - Elsevier
We present and discuss a variety of mathematical models that have been proposed to
capture the dynamic behavior of epidemic processes. We first present traditional group …

[图书][B] Propagation dynamics on complex networks: models, methods and stability analysis

X Fu, M Small, G Chen - 2013 - books.google.com
Explores the emerging subject of epidemic dynamics on complex networks, including
theories, methods, and real-world applications Throughout history epidemic diseases have …

Untangling the interplay between epidemic spread and transmission network dynamics

C Kamp - PLoS Computational Biology, 2010 - journals.plos.org
The epidemic spread of infectious diseases is ubiquitous and often has a considerable
impact on public health and economic wealth. The large variability in the spatio-temporal …

Epidemic processes over time-varying networks

PE Paré, CL Beck, A Nedić - IEEE Transactions on Control of …, 2017 - ieeexplore.ieee.org
The spread of viruses in biological networks, computer networks, and human contact
networks can have devastating effects; developing and analyzing mathematical models of …

Disease spreading modeling and analysis: A survey

P Hiram Guzzi, F Petrizzelli… - Briefings in …, 2022 - academic.oup.com
Motivation The control of the diffusion of diseases is a critical subject of a broad research
area, which involves both clinical and political aspects. It makes wide use of computational …

Mathematical and computational approaches to epidemic modeling: a comprehensive review

W Duan, Z Fan, P Zhang, G Guo, X Qiu - Frontiers of Computer Science, 2015 - Springer
Mathematical and computational approaches are important tools for understanding
epidemic spread patterns and evaluating policies of disease control. In recent years …

Kinetic modelling of epidemic dynamics: social contacts, control with uncertain data, and multiscale spatial dynamics

G Albi, G Bertaglia, W Boscheri, G Dimarco… - Predicting Pandemics in …, 2022 - Springer
In this survey we report some recent results in the mathematical modelling of epidemic
phenomena through the use of kinetic equations. We initially consider models of interaction …

SBDiEM: A new mathematical model of infectious disease dynamics

S Bekiros, D Kouloumpou - Chaos, Solitons & Fractals, 2020 - Elsevier
A worldwide multi-scale interplay among a plethora of factors, ranging from micro-pathogens
and individual or population interactions to macro-scale environmental, socio-economic and …

Analysis and control of epidemics: A survey of spreading processes on complex networks

C Nowzari, VM Preciado… - IEEE Control Systems …, 2016 - ieeexplore.ieee.org
This article reviews and presents various solved and open problems in the development,
analysis, and control of epidemic models. The proper modeling and analysis of spreading …