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 …

Evolution of honesty in higher-order social networks

A Kumar, S Chowdhary, V Capraro, M Perc - Physical Review E, 2021 - APS
Sender-receiver games are simple models of information transmission that provide a
formalism to study the evolution of honest signaling and deception between a sender and a …

Synchronization in simplicial complexes of memristive Rulkov neurons

M Mehrabbeik, S Jafari, M Perc - Frontiers in Computational …, 2023 - frontiersin.org
Simplicial complexes are mathematical constructions that describe higher-order interactions
within the interconnecting elements of a network. Such higher-order interactions become …

Hyper-cores promote localization and efficient seeding in higher-order processes

M Mancastroppa, I Iacopini, G Petri, A Barrat - Nature Communications, 2023 - nature.com
Going beyond networks, to include higher-order interactions of arbitrary sizes, is a major
step to better describe complex systems. In the resulting hypergraph representation, tools to …

Inertia in spatial public goods games under weak selection

C Wang, A Szolnoki - Applied Mathematics and Computation, 2023 - Elsevier
Due to limited cognitive skills for perceptual error or other emotional reasons, players may
keep their current strategies even if there is a more promising choice. Such behavior inertia …

Incorporating reputation into reinforcement learning can promote cooperation on hypergraphs

K Zou, C Huang - Chaos, Solitons & Fractals, 2024 - Elsevier
Most previous studies that investigate the evolutionary dynamics of cooperation in the multi-
agent social dilemma only consider the pairwise interactions. However, pairwise interactions …

Network clique cover approximation to analyze complex contagions through group interactions

G Burgio, A Arenas, S Gómez… - Communications Physics, 2021 - nature.com
Contagion processes have been proven to fundamentally depend on the structural
properties of the interaction networks conveying them. Many real networked systems are …

Heterogeneous investment promotes cooperation in spatial public goods game on hypergraphs

J Pan, L Zhang, W Han, C Huang - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
Most previous studies on the evolutionary dynamics of cooperation have been based on
pairwise interactions, and heterogeneous investment has been considered to play a …

Vector centrality in hypergraphs

K Kovalenko, M Romance, E Vasilyeva, D Aleja… - Chaos, Solitons & …, 2022 - Elsevier
Identifying the most influential nodes in networked systems is of vital importance to optimize
their function and control. Several scalar metrics have been proposed to that effect, but the …