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 …

Empirical analysis of urban road traffic network: A case study in Hangzhou city, China

Z Ruan, C Song, X Yang, G Shen, Z Liu - Physica A: Statistical Mechanics …, 2019 - Elsevier
Urban road traffic system is a time-evolving, directed weighted network in which both the
topological structure and traffic flow should be considered. In this work, we collect the real …

Impact of inter-layer hop** on epidemic spreading in a multilayer network

D Wu, M Tang, Z Liu, YC Lai - Communications in Nonlinear Science and …, 2020 - Elsevier
Hop** of individuals among distinct layers can induce inter-layer coupling and
consequently affect the spreading process in each layer of real world multilayer networks …

Epidemic spreading on metapopulation networks including migration and demographics

Y Gong, M Small - Chaos: An Interdisciplinary Journal of Nonlinear …, 2018 - pubs.aip.org
Epidemic dynamics in a structured population has been widely investigated in recent years
by utilizing the metapopulation framework with a reaction-diffusion approach. In this paper …

Information source estimation with multi-channel graph neural network

X Shu, B Yu, Z Ruan, Q Zhang, Q Xuan - Graph Data Mining: Algorithm …, 2021 - Springer
The highly connectivity of modern society has led to the easy diffusion of harmful
information, such as rumors, computer viruses, and infectious diseases, which brings great …

Totally asymmetric simple exclusion process on multiplex networks

G Shen, X Fan, Z Ruan - Chaos: An Interdisciplinary Journal of …, 2020 - pubs.aip.org
We study the totally asymmetric simple exclusion process on multiplex networks, which
consist of a fixed set of vertices (junctions) connected by different types of links (segments) …

[PDF][PDF] 复杂网络上的流行病传播

阮中远 - Science in China Series C-Life Sciences (in Chinese), 2003 - researchgate.net
摘要流行病的传播伴随着整个人类社会的发展, 但历史上对于它的研究却进展缓慢.
直到最**几十年复杂网络这一学科的崛起, 流行病传播的研究才得到了迅猛发展 …

[HTML][HTML] Modelling the effect of heterogeneous vaccination on metapopulation epidemic dynamics

Y Gong, M Small - Physics Letters A, 2019 - Elsevier
Vaccination as an epidemic control strategy has a significant effect on epidemic spreading.
In this paper, we propose a novel epidemic spreading model on metapopulation networks to …

How the reversible change of contact networks affects the epidemic spreading

X Shu, Z Ruan - Nonlinear Dynamics, 2024 - Springer
During the early outbreak of the COVID-19 pandemic, the mobility patterns of individuals in
many regions in China exhibit notable changes: initially, there was a significant reduction in …

Fragility and anomalous susceptibility of weakly interacting networks

G Rapisardi, A Arenas, G Caldarelli, G Cimini - Physical Review E, 2019 - APS
Percolation is a fundamental concept that has brought new understanding of the robustness
properties of complex systems. Here we consider percolation on weakly interacting …