Using simulation modelling and systems science to help contain COVID‐19: A systematic review

W Zhang, S Liu, N Osgood, H Zhu… - Systems research and …, 2023 - Wiley Online Library
This study systematically reviews applications of three simulation approaches, that is,
system dynamics model (SDM), agent‐based model (ABM) and discrete event simulation …

How simulation modelling can help reduce the impact of COVID-19

CSM Currie, JW Fowler, K Kotiadis, T Monks… - Journal of …, 2020 - Taylor & Francis
Modelling has been used extensively by all national governments and the World Health
Organisation in deciding on the best strategies to pursue in mitigating the effects of COVID …

The use of system dynamics methodology in building a COVID‐19 confirmed case model

MI Mohd Yusoff - Computational and Mathematical Methods in …, 2020 - Wiley Online Library
Researchers used a hybrid model (a combination of health resource demand model and
disease transmission model), Bayesian model, and susceptible‐exposed‐infectious …

[HTML][HTML] A review of mathematical model-based scenario analysis and interventions for COVID-19

R Padmanabhan, HS Abed, N Meskin, T Khattab… - Computer Methods and …, 2021 - Elsevier
Mathematical model-based analysis has proven its potential as a critical tool in the battle
against COVID-19 by enabling better understanding of the disease transmission dynamics …

Disease transmission and control modelling at the science–policy interface

R McCabe, CA Donnelly - Interface Focus, 2021 - royalsocietypublishing.org
The coronavirus disease 2019 (COVID-19) pandemic has disrupted the lives of billions
across the world. Mathematical modelling has been a key tool deployed throughout the …

Multi-agent simulation model for the evaluation of COVID-19 transmission

BM Castro, YA de Melo, NF Dos Santos… - Computers in Biology …, 2021 - Elsevier
This work proposes an agent-based model to analyze the spread processes of the COVID-
19 epidemics in open regions and based on hypothetical social scenarios of viral …

Using a hybrid simulation model to assess the impacts of combined COVID-19 containment measures in a high-speed train station

H Zhu, S Liu, X Li, W Zhang, N Osgood… - Journal of Simulation, 2023 - Taylor & Francis
In this study, we present a hybrid agent-based model (ABM) and discrete event simulation
(DES) framework where ABM captures the spread dynamics of COVID-19 via asymptomatic …

Agent-based social simulation of the COVID-19 pandemic: A systematic review

F Lorig, E Johansson… - Journal of Artificial …, 2021 - classical.goforpromo.com
When planning interventions to limit the spread of Covid-19, the current state of knowledge
about the disease and specific characteristics of the population need to be considered …

[HTML][HTML] On the reliability of predictions on Covid-19 dynamics: A systematic and critical review of modelling techniques

JE Gnanvi, KV Salako, GB Kotanmi… - Infectious Disease …, 2021 - Elsevier
Since the emergence of the novel 2019 coronavirus pandemic in December 2019 (COVID-
19), numerous modellers have used diverse techniques to assess the dynamics of …

Systems dynamics modeling of pandemic influenza for strategic policy development: a simulation-based analysis of the COVID-19 case

C Sy, PM Ching, JL San Juan, E Bernardo… - Process Integration and …, 2021 - Springer
The novel coronavirus disease 2019 (COVID-19) is a truly wicked problem which has
remained a stubborn issue plaguing multiple countries worldwide. The continuously …