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 …

Social physics

M Jusup, P Holme, K Kanazawa, M Takayasu, I Romić… - Physics Reports, 2022 - Elsevier
Recent decades have seen a rise in the use of physics methods to study different societal
phenomena. This development has been due to physicists venturing outside of their …

JUE Insight: The geographic spread of COVID-19 correlates with the structure of social networks as measured by Facebook

T Kuchler, D Russel, J Stroebel - Journal of urban economics, 2022 - Elsevier
We use aggregated data from Facebook to show that COVID-19 is more likely to spread
between regions with stronger social network connections. Areas with more social ties to two …

A review of graph neural networks in epidemic modeling

Z Liu, G Wan, BA Prakash, MSY Lau, W ** - Proceedings of the 30th …, 2024 - dl.acm.org
Since the onset of the COVID-19 pandemic, there has been a growing interest in studying
epidemiological models. Traditional mechanistic models mathematically describe the …

A guide to conquer the biological network era using graph theory

M Koutrouli, E Karatzas, D Paez-Espino… - … in bioengineering and …, 2020 - frontiersin.org
Networks are one of the most common ways to represent biological systems as complex sets
of binary interactions or relations between different bioentities. In this article, we discuss the …

Mathematics of epidemics on networks

IZ Kiss, JC Miller, PL Simon - Cham: Springer, 2017 - Springer
Over the past decade, the use of networks has led to a new modelling paradigm combining
several branches of science, including physics, mathematics, biology and social sciences …

Epidemic processes in complex networks

R Pastor-Satorras, C Castellano, P Van Mieghem… - Reviews of modern …, 2015 - APS
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …

Rise of the metaverse's immersive virtual reality malware and the man-in-the-room attack & defenses

M Vondráček, I Baggili, P Casey, M Mekni - Computers & Security, 2023 - Elsevier
The allure of the metaverse along with Virtual Reality (VR) technologies and speed at which
they are deployed may shift focus away from security and privacy fundamentals. In this work …

Mathematical models to characterize early epidemic growth: A review

G Chowell, L Sattenspiel, S Bansal, C Viboud - Physics of life reviews, 2016 - Elsevier
There is a long tradition of using mathematical models to generate insights into the
transmission dynamics of infectious diseases and assess the potential impact of different …

Modeling infectious disease dynamics in the complex landscape of global health

H Heesterbeek, RM Anderson, V Andreasen, S Bansal… - Science, 2015 - science.org
BACKGROUND Despite many notable successes in prevention and control, infectious
diseases remain an enormous threat to human and animal health. The ecological and …