Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …

Toward digital twin oriented modeling of complex networked systems and their dynamics: A comprehensive survey

J Wen, B Gabrys, K Musial - Ieee Access, 2022 - ieeexplore.ieee.org
This paper aims to provide a comprehensive critical overview on how entities and their
interactions in Complex Networked Systems (CNS) are modelled across disciplines as they …

Risk perception and behavioral change during epidemics: Comparing models of individual and collective learning

SA Abdulkareem, EW Augustijn, T Filatova, K Musial… - PloS one, 2020 - journals.plos.org
Modern societies are exposed to a myriad of risks ranging from disease to natural hazards
and technological disruptions. Exploring how the awareness of risk spreads and how it …

Impact of co-evolution of negative vaccine-related information, vaccination behavior and epidemic spreading in multilayer networks

Q Yin, Z Wang, C Xia, CT Bauch - Communications in Nonlinear Science …, 2022 - Elsevier
In this paper, we establish a three-layer coupled network model to analyze the co-evolution
of negative vaccine-related information, vaccination behavior, and epidemic spread. The …

A multilayer network model of the coevolution of the spread of a disease and competing opinions

K Peng, Z Lu, V Lin, MR Lindstrom… - … Models and Methods …, 2021 - World Scientific
During the COVID-19 pandemic, conflicting opinions on physical distancing swept across
social media, affecting both human behavior and the spread of COVID-19. Inspired by such …

Using awareness to Z-control a SEIR model with overexposure: Insights on Covid-19 pandemic

D Lacitignola, F Diele - Chaos, Solitons & Fractals, 2021 - Elsevier
In this paper, we use the Z-control approach to get further insight on the role of awareness in
the management of epidemics that, just like Covid-19, display a high rate of overexposure …

The coevolution of the spread of a disease and competing opinions in multiplex networks

F Fang, J Ma, Y Li - Chaos, Solitons & Fractals, 2023 - Elsevier
The COVID-19 pandemic has resulted in a proliferation of conflicting opinions on physical
distancing across various media platforms, which has had a significant impact on human …

Fragility of a multilayer network of intranational supply chains

M Gomez, S Garcia, S Rajtmajer, C Grady… - Applied network …, 2020 - Springer
Supply chains enable the flow of goods and services within economic systems. When
mapped for the entire economy and geographic locations of a country, supply chains form a …

Optimal curing resource allocation for epidemic spreading processes

S Jafarizadeh, D Veitch - Automatica, 2023 - Elsevier
Abstract The networked Susceptible–Infected–Susceptible (SIS) model is one of the well-
developed models for epidemic spreading processes in networked systems. For a network …

Coupled simultaneous evolution of disease and information on multiplex networks

Q Wu, S Chen - Chaos, Solitons & Fractals, 2022 - Elsevier
We analyzed the interaction processes between disease and disease-based information on
multiplex networks. Unlike previous models, an epidemic can spread in parallel with the …