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 …

The coupled dynamics of information dissemination and SEIR-based epidemic spreading in multiplex networks

W Ma, P Zhang, X Zhao, L Xue - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
The outbreak of coronavirus disease 2019 (COVID-19) threatens the health and safety of all
humanity. This disease has a prominent feature: the presymptomatic and asymptomatic viral …

Coupled propagation dynamics on complex networks: A brief review

Z Wang, H Li, J Chen, Z Hong, Q Yin, C Xia - Europhysics Letters, 2024 - iopscience.iop.org
Coupled propagation dynamics based on complex networks have received widespread
attention in recent years. This work reviews the research work related to coupling …

Modeling the spread dynamics of multiple-variant coronavirus disease under public health interventions: A general framework

C Zhan, Y Zheng, L Shao, G Chen, H Zhang - Information Sciences, 2023 - Elsevier
The COVID-19 pandemic was caused by severe acute respiratory syndrome coronavirus 2
(SARS-CoV-2), which is a single-stranded positive-stranded RNA virus with a high multi …

Impacts of self-initiated behavioral responses and pandemic fatigue on the epidemic spread in time-varying multiplex networks

X Hong, Y Han, B Wang - Chaos, Solitons & Fractals, 2023 - Elsevier
As restrictive interventions implemented by the government are lifted, the self-initiated
behavioral responses have become fundamental for long-term coping with the epidemic …

Impact of individual activity on behavior adoption in complex networks: A two-layer generalized SAR model analysis

M Pan, Y Wei - Chaos, Solitons & Fractals, 2024 - Elsevier
The correlation between an individual's activity level and the propagation of behavior is
inherently intertwined on a social platform. Simultaneously, individuals with varying activity …

The coupled awareness-epidemic dynamics with individualized self-initiated awareness in multiplex networks

W Zhang, Y Ye, Z Li, J Xian, T Wang, D Liu, D Hu… - Frontiers in …, 2024 - frontiersin.org
The outbreak of an epidemic often stimulates the generation of public awareness about
epidemic prevention. This heightened awareness encourages individuals to take proactive …

Impact of asymmetric activity on interactions between information diffusion and disease transmission in multiplex networks

X Xie, L Zhao, Y Qian - Communications in Theoretical Physics, 2023 - iopscience.iop.org
Disease is a serious threat to human society. Understanding the characteristics of disease
transmission is helpful for people to effectively control disease. In real life, it is natural to take …

Coupled Propagation Dynamics of Information and Infectious Disease on Two-Layer Complex Networks with Simplices

Z Hong, H Zhou, Z Wang, Q Yin, J Liu - Mathematics, 2023 - mdpi.com
The mutual influence between information and infectious diseases during the spreading
process is becoming increasingly prominent. To elucidate the impact of factors such as …

An improved gravity model for identifying influential nodes in complex networks considering asymmetric attraction effect

L Meng, G Xu, C Dong - Physica A: Statistical Mechanics and its …, 2025 - Elsevier
Identifying influential nodes in complex networks is a crucial and challenging research issue
in network science. Most existing algorithms rely on static characteristics of networks and …