[HTML][HTML] Modeling epidemic spread in transportation networks: A review

J Li, T Xiang, L He - Journal of Traffic and Transportation Engineering …, 2021 - Elsevier
The emergence of novel infectious diseases has become a serious global problem.
Convenient transportation networks lead to rapid mobilization in the context of globalization …

[HTML][HTML] Progress, gaps and obstacles in the classification of cellular automata

M Vispoel, AJ Daly, JM Baetens - Physica D: Nonlinear Phenomena, 2022 - Elsevier
Classification is one of the most important problems in the theory of CA. For instance,
assessing how CA design choices impact the generated dynamics requires an overview of …

Numerical simulation of the novel coronavirus spreading

M Medrek, Z Pastuszak - Expert systems with applications, 2021 - Elsevier
The COVID-19 virus outbreak has affected most of the world in 2020. This paper deals with
artificial intelligence (AI) methods that can address the problem of predicting scale …

Dynamics of a fractional order mathematical model for COVID-19 epidemic transmission

S Arshad, I Siddique, F Nawaz, A Shaheen… - Physica A: Statistical …, 2023 - Elsevier
To achieve the aim of immediately halting spread of COVID-19 it is essential to know the
dynamic behavior of the virus of intensive level of replication. Simply analyzing experimental …

Modeling the spread of epidemics based on cellular automata

J Dai, C Zhai, J Ai, J Ma, J Wang, W Sun - Processes, 2020 - mdpi.com
Mathematical modeling is a powerful tool to study the process of the spread of infectious
diseases. Among various mathematical methods for describing the spread of infectious …

Modeling the spread of infectious diseases: a review

D Chen - Analyzing and modeling spatial and temporal …, 2014 - Wiley Online Library
The use of models in epidemiology has become increasingly important for studying the
spread of disease, designing interventions to control and prevent further outbreaks, and …

Understanding contagion dynamics through microscopic processes in active Brownian particles

A Norambuena, FJ Valencia, F Guzmán-Lastra - Scientific Reports, 2020 - nature.com
Together with the universally recognized SIR model, several approaches have been
employed to understand the contagion dynamics of interacting particles. Here, Active …

Epidemiological modeling with a population density map-based cellular automata simulation system

A Holko, M Mȩdrek, Z Pastuszak, K Phusavat - Expert Systems with …, 2016 - Elsevier
We present a new numerical, two-dimensional cellular automata framework for simulation of
the spread of an infectious disease in a region with non-homogenous spatial population …

Modeling the impact of the vaccine on the COVID-19 epidemic transmission via fractional derivative

S Arshad, S Khalid, S Javed, N Amin… - The European Physical …, 2022 - Springer
To achieve the goal of ceasing the spread of COVID-19 entirely it is essential to understand
the dynamical behavior of the proliferation of the virus at an intense level. Studying this …

Mathematical modeling and cellular automata simulation of infectious disease dynamics: Applications to the understanding of herd immunity

S Mondal, S Mukherjee, B Bagchi - The Journal of chemical physics, 2020 - pubs.aip.org
The complexity associated with an epidemic defies any quantitatively reliable predictive
theoretical scheme. Here, we pursue a generalized mathematical model and cellular …