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 …
analysis, and control of epidemic models. The proper modeling and analysis of spreading …
Robust and optimal predictive control of the COVID-19 outbreak
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 …
via social distancing measures based on the example of Germany. Our goal is to minimize …
The dynamics of epidemic spreading on signed networks
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 …
highly successful research avenue. The dynamics of epidemic spreading on signed …
Modeling, estimation, and analysis of epidemics over networks: An overview
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 …
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
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 …
emerged as powerful tools to produce valuable predictions of the evolution of the pandemic …
Epidemic processes over time-varying networks
The spread of viruses in biological networks, computer networks, and human contact
networks can have devastating effects; developing and analyzing mathematical models of …
networks can have devastating effects; developing and analyzing mathematical models of …
Prioritizing allocation of COVID-19 vaccines based on social contacts increases vaccination effectiveness
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 …
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 …
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
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 …
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
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 …
using each state variable of the model as the infection percentage of a group or a …