Computational models that matter during a global pandemic outbreak: A call to action

F Squazzoni, JG Polhill, B Edmonds… - JASSS-The Journal of …, 2020 - research.rug.nl
The COVID-19 pandemic is causing a dramatic loss of lives worldwide, challenging the
sustainability of our health care systems, threatening economic meltdown, and putting …

A survey on agents applications in healthcare: Opportunities, challenges and trends

E Sulis, S Mariani, S Montagna - Computer Methods and Programs in …, 2023 - Elsevier
Abstract Background and Objective: The agent abstraction is a powerful one, developed
decades ago to represent crucial aspects of artificial intelligence research. The meaning has …

A comparison of agent-based models and equation based models for infectious disease epidemiology

E Hunter, B Mac Namee, JD Kelleher - 2018 - arrow.tudublin.ie
There are two main methods that are used to model the spread of an infectious disease:
agent-based modelling and equation based modelling. In this paper, we compare the results …

A hybrid agent-based and equation based model for the spread of infectious diseases

E Hunter, BM Namee, JD Kelleher - 2020 - arrow.tudublin.ie
Both agent-based models and equation-based models can be used to model the spread of
an infectious disease. Equation-based models have been shown to capture the overall …

[HTML][HTML] Parameterizing agent-based models using an online game

N Yiannakoulias, M Grignon, T Marshall - Computers, Environment and …, 2024 - Elsevier
Agent-based models (ABMs) of human systems are often parameterized using real-world
data. For some ABMs this is not possible because the reality upon which the models are …

An agent-based model for controlling pandemic infectious diseases transmission dynamics with the use of face masks

A Rachah, TL Silva - AIP Conference Proceedings, 2024 - pubs.aip.org
The recent world crisis caused by the rapid spreading of the COVID-19 variants elicited how
urgent it is to develop a robust and reliable epidemiological model for effective policy …

A discrete epidemic model and a zigzag strategy for curbing the Covid-19 outbreak and for lifting the lockdown

TZ Boulmezaoud - Mathematical Modelling of Natural …, 2020 - mmnp-journal.org
This study looks at the dynamics of a Covid-19 type epidemic with a dual purpose. The first
objective is to propose a reliable temporal mathematical model, based on real data and …

Mathematical models: Perspectives of mathematical modelers and public health professionals

J David, G Brankston, I Sekkak, S Moon, X Li… - Mathematics of Public …, 2023 - Springer
This chapter describes mathematical epidemiology from the perspectives of mathematical
modelers and public health professionals. The mathematical approach in terms of model …

A Hybrid Agent-Based and Equation Based Epidemiological Model for the Spread of Infectious Diseases

E Hunter - 2020 - arrow.tudublin.ie
Infectious disease models are essential in understanding how an outbreak might occur and
how best to mitigate an outbreak. One of the most important factors in modelling a disease is …

Un modèle de prédiction de l'épidémie Covid-19 et une stratégie zig-zag pour la contrôler

TZ Boulmezaoud - 2020 - hal.science
Dans cette étude, on s' intéresse à la dynamique d'une épidémie de type Covid-19 avec un
double objectif. Le premier objectif est de proposer un modèle mathématique …