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 …

Robust and optimal predictive control of the COVID-19 outbreak

J Köhler, L Schwenkel, A Koch, J Berberich… - Annual Reviews in …, 2021 - Elsevier
We investigate adaptive strategies to robustly and optimally control the COVID-19 pandemic
via social distancing measures based on the example of Germany. Our goal is to minimize …

The dynamics of epidemic spreading on signed networks

HJ Li, W Xu, S Song, WX Wang, M Perc - Chaos, Solitons & Fractals, 2021 - Elsevier
Over the past two decades, epidemic spreading on complex network has been a vibrant and
highly successful research avenue. The dynamics of epidemic spreading on signed …

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 …

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 …

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 …

Prioritizing allocation of COVID-19 vaccines based on social contacts increases vaccination effectiveness

J Chen, S Hoops, A Marathe, H Mortveit, B Lewis… - MedRxiv, 2021 - medrxiv.org
We study allocation of COVID-19 vaccines to individuals based on the structural properties
of their underlying social contact network. Even optimistic estimates suggest that most …

Optimal resource allocation for control of networked epidemic models

C Nowzari, VM Preciado… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper proposes and analyzes a generalized epidemic model over arbitrary directed
graphs with heterogeneous nodes. The proposed model, called the generalized-susceptible …

[HTML][HTML] Data-driven methods for present and future pandemics: Monitoring, modelling and managing

T Alamo, DG Reina, PM Gata, VM Preciado… - Annual Reviews in …, 2021 - Elsevier
This survey analyses the role of data-driven methodologies for pandemic modelling and
control. We provide a roadmap from the access to epidemiological data sources to the …

Multi-competitive viruses over time-varying networks with mutations and human awareness

PE Paré, J Liu, CL Beck, A Nedić, T Başar - Automatica, 2021 - Elsevier
In this paper, we introduce a model for multiple competing viruses over networks, derived
using each state variable of the model as the infection percentage of a group or a …