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 …

Dynamics on higher-order networks: A review

S Majhi, M Perc, D Ghosh - Journal of the Royal Society …, 2022 - royalsocietypublishing.org
Network science has evolved into an indispensable platform for studying complex systems.
But recent research has identified limits of classical networks, where links connect pairs of …

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 …

Reputation and reciprocity

C Xia, J Wang, M Perc, Z Wang - Physics of life reviews, 2023 - Elsevier
Reputation and reciprocity are key mechanisms for cooperation in human societies, often
going hand in hand to favor prosocial behavior over selfish actions. Here we review recent …

[HTML][HTML] 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 …

Mathematical foundations of moral preferences

V Capraro, M Perc - Journal of the Royal Society …, 2021 - royalsocietypublishing.org
One-shot anonymous unselfishness in economic games is commonly explained by social
preferences, which assume that people care about the monetary pay-offs of others …

[HTML][HTML] Second wave COVID-19 pandemics in Europe: a temporal playbook

G Cacciapaglia, C Cot, F Sannino - Scientific reports, 2020 - nature.com
A second wave pandemic constitutes an imminent threat to society, with a potentially
immense toll in terms of human lives and a devastating economic impact. We employ the …

Evolutionary dynamics of higher-order interactions in social networks

U Alvarez-Rodriguez, F Battiston, GF de Arruda… - Nature Human …, 2021 - nature.com
We live and cooperate in networks. However, links in networks only allow for pairwise
interactions, thus making the framework suitable for dyadic games, but not for games that …

The physics of financial networks

M Bardoscia, P Barucca, S Battiston, F Caccioli… - Nature Reviews …, 2021 - nature.com
As the total value of the global financial market outgrew the value of the real economy,
financial institutions created a global web of interactions that embodies systemic risks …