[PDF][PDF] Human behavioral crowds review, critical analysis and research perspectives

N Bellomo, J Liao, A Quaini, L Russo… - … Models and Methods in …, 2023 - researchgate.net
1612 N. Bellomo et al. the modeling of traffic and crowds: A survey of models, speculations,
and perspectives, SIAM Rev. 53 (2011) 409–463], thus providing important research …

[HTML][HTML] Data-driven mathematical modeling approaches for COVID-19: A survey

J Demongeot, P Magal - Physics of Life Reviews, 2024 - Elsevier
In this review, we successively present the methods for phenomenological modeling of the
evolution of reported and unreported cases of COVID-19, both in the exponential phase of …

Optimal control of epidemic spreading in the presence of social heterogeneity

G Dimarco, G Toscani… - … Transactions of the …, 2022 - royalsocietypublishing.org
The spread of COVID-19 has been thwarted in most countries through non-pharmaceutical
interventions. In particular, the most effective measures in this direction have been the stay …

Kinetic models for epidemic dynamics in the presence of opinion polarization

M Zanella - Bulletin of Mathematical Biology, 2023 - Springer
Understanding the impact of collective social phenomena in epidemic dynamics is a crucial
task to effectively contain the disease spread. In this work, we build a mathematical …

Kinetic modelling of epidemic dynamics: social contacts, control with uncertain data, and multiscale spatial dynamics

G Albi, G Bertaglia, W Boscheri, G Dimarco… - Predicting Pandemics in …, 2022 - Springer
In this survey we report some recent results in the mathematical modelling of epidemic
phenomena through the use of kinetic equations. We initially consider models of interaction …

New trends on the systems approach to modeling SARS-CoV-2 pandemics in a globally connected planet

G Bertaglia, A Bondesan, D Burini, R Eftimie… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper presents a critical analysis of the literature and perspective research ideas for
modeling the epidemics caused by the SARS-CoV-2 virus. It goes beyond deterministic …

Kinetic compartmental models driven by opinion dynamics: vaccine hesitancy and social influence

A Bondesan, G Toscani, M Zanella - arXiv preprint arXiv:2310.19601, 2023 - arxiv.org
We propose a kinetic model for understanding the link between opinion formation
phenomena and epidemic dynamics. The recent pandemic has brought to light that vaccine …

Uncertainty quantification for ecological models with random parameters

JR Reimer, FR Adler, KM Golden, A Narayan - Ecology Letters, 2022 - Wiley Online Library
There is often considerable uncertainty in parameters in ecological models. This uncertainty
can be incorporated into models by treating parameters as random variables with …

Modeling nonlocal behavior in epidemics via a reaction–diffusion system incorporating population movement along a network

M Grave, A Viguerie, GF Barros, A Reali… - Computer Methods in …, 2022 - Elsevier
The outbreak of COVID-19, beginning in 2019 and continuing through the time of writing,
has led to renewed interest in the mathematical modeling of infectious disease. Recent …

Derivation of macroscopic epidemic models from multi-agent systems

M Zanella - arXiv preprint arXiv:2410.08610, 2024 - arxiv.org
We present a systematic review of some basic results on the derivation of classical
epidemiological models from simple agent-based dynamics. The evolution of large …