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 …

[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2

K Sun, W Wang, L Gao, Y Wang, K Luo, L Ren, Z Zhan… - Science, 2021 - science.org
INTRODUCTION The role of transmission heterogeneities in severe acute respiratory
syndrome coronavirus 2 (SARS-CoV-2) dynamics remains unclear, particularly those …

Spread of misinformation on social media: What contributes to it and how to combat it

S Chen, L Xiao, A Kumar - Computers in Human Behavior, 2023 - Elsevier
With the prevalence and increasing impact of misinformation on social media, numerous
studies have explored the characteristics of misinformation. However, we lack a holistic …

More is different in real-world multilayer networks

M De Domenico - Nature Physics, 2023 - nature.com
The constituents of many complex systems are characterized by non-trivial connectivity
patterns and dynamical processes that are well captured by network models. However, most …

Assessing the risks of 'infodemics' in response to COVID-19 epidemics

R Gallotti, F Valle, N Castaldo, P Sacco… - Nature human …, 2020 - nature.com
During COVID-19, governments and the public are fighting not only a pandemic but also a
co-evolving infodemic—the rapid and far-reaching spread of information of questionable …

COVID-19 lockdown induces disease-mitigating structural changes in mobility networks

F Schlosser, BF Maier, O Jack… - Proceedings of the …, 2020 - National Acad Sciences
In the wake of the COVID-19 pandemic many countries implemented containment measures
to reduce disease transmission. Studies using digital data sources show that the mobility of …

Percolation on complex networks: Theory and application

M Li, RR Liu, L Lü, MB Hu, S Xu, YC Zhang - Physics Reports, 2021 - Elsevier
In the last two decades, network science has blossomed and influenced various fields, such
as statistical physics, computer science, biology and sociology, from the perspective of the …

Outbreak dynamics of COVID-19 in Europe and the effect of travel restrictions

K Linka, M Peirlinck, F Sahli Costabal… - Computer methods in …, 2020 - Taylor & Francis
For the first time in history, on March 17, 2020, the European Union closed all its external
borders in an attempt to contain the spreading of the coronavirus 2019, COVID-19 …