Probabilistic Discrete‐Time Models for Spreading Processes in Complex Networks: A Review

C Granell, S Gómez, J Gómez‐Gardeñes… - Annalen der …, 2024 - Wiley Online Library
Research into network dynamics of spreading processes typically employs both discrete and
continuous time methodologies. Although each approach offers distinct insights, integrating …

Modeling communicable diseases, human mobility, and epidemics: A review

D Soriano‐Paños, W Cota, SC Ferreira… - Annalen der …, 2022 - Wiley Online Library
The spatiotemporal propagation patterns of recent infectious diseases, originated as
localized epidemic outbreaks and eventually becoming global pandemics, are highly …

Interplay between population density and mobility in determining the spread of epidemics in cities

S Hazarie, D Soriano-Paños, A Arenas… - Communications …, 2021 - nature.com
The increasing agglomeration of people in dense urban areas coupled with the existence of
efficient modes of transportation connecting such centers, make cities particularly vulnerable …

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 …

Accuracy of discrete-and continuous-time mean-field theories for epidemic processes on complex networks

DH Silva, FA Rodrigues, SC Ferreira - Physical Review E, 2024 - APS
Discrete-and continuous-time approaches are frequently used to model the role of
heterogeneity on dynamical interacting agents on the top of complex networks. While, on the …

Epidemic spreading in metapopulation networks coupled with awareness propagation

S Gao, X Dai, L Wang, N Perra… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Understanding the feedback loop that links the spatiotemporal spread of infectious diseases
and human behavior is an open problem. To study this problem, we develop a multiplex …

Collapse transition in epidemic spreading subject to detection with limited resources

S Lamata-Otín, A Reyna-Lara, D Soriano-Paños… - Physical Review E, 2023 - APS
Compartmental models are the most widely used framework for modeling infectious
diseases. These models have been continuously refined to incorporate all the realistic …

The impact of social interventions on COVID-19 spreading based on multilayer commuter networks

L Zeng, Y Chen, Y Liu, M Tang, Y Liu, Z **, Y Do… - Chaos, Solitons & …, 2024 - Elsevier
Abstract From March to June 2022, Shanghai was struck by a new coronavirus variant,
Omicron, resulting in the infected cases of at least 600,000 people. Despite implementing a …

Intervention strategies for epidemic spreading on bipartite metapopulation networks

B Wang, L Yang, Y Han - Physical Review E, 2022 - APS
Intervention strategies are of great significance for controlling large-scale outbreaks of
epidemics. Since the spread of epidemic depends largely on the movement of individuals …

Contagion–diffusion processes with recurrent mobility patterns of distinguishable agents

P Valgañón, D Soriano-Paños, A Arenas… - … Journal of Nonlinear …, 2022 - pubs.aip.org
The analysis of contagion–diffusion processes in metapopulations is a powerful theoretical
tool to study how mobility influences the spread of communicable diseases. Nevertheless …