Critical phenomena in complex networks

SN Dorogovtsev, AV Goltsev, JFF Mendes - Reviews of Modern Physics, 2008 - APS
The combination of the compactness of networks, featuring small diameters, and their
complex architectures results in a variety of critical effects dramatically different from those in …

How to make a fragile network robust and vice versa

AA Moreira, JS Andrade Jr, HJ Herrmann, JO Indekeu - Physical review letters, 2009 - APS
We investigate topologically biased failure in scale-free networks with a degree distribution
P (k)∝ k-γ. The probability p that an edge remains intact is assumed to depend on the …

Identifying critical edges in complex networks

EY Yu, DB Chen, JY Zhao - Scientific reports, 2018 - nature.com
The critical edges in complex networks are extraordinary edges which play more significant
role than other edges on the structure and function of networks. The research on identifying …

Bridgeness: a local index on edge significance in maintaining global connectivity

XQ Cheng, FX Ren, HW Shen… - Journal of Statistical …, 2010 - iopscience.iop.org
Edges in a network can be divided into two kinds according to their different roles: some
enhance the locality like the ones inside a cluster while others contribute to the global …

Identifying critical higher-order interactions in complex networks

ME Aktas, T Nguyen, S Jawaid, R Riza, E Akbas - Scientific reports, 2021 - nature.com
Diffusion on networks is an important concept in network science observed in many
situations such as information spreading and rumor controlling in social networks, disease …

Mean-field diffusive dynamics on weighted networks

A Baronchelli, R Pastor-Satorras - … Review E—Statistical, Nonlinear, and Soft …, 2010 - APS
Diffusion is a key element of a large set of phenomena occurring on natural and social
systems modeled in terms of complex weighted networks. Here, we introduce a general …

Voter models on weighted networks

A Baronchelli, C Castellano, R Pastor-Satorras - Physical Review E—Statistical …, 2011 - APS
We study the dynamics of the voter and Moran processes running on top of complex network
substrates where each edge has a weight depending on the degree of the nodes it …

Nonequilibrium phase transitions and finite-size scaling in weighted scale-free networks

M Karsai, R Juhász, F Iglói - Physical Review E—Statistical, Nonlinear, and …, 2006 - APS
We consider nonequilibrium phase transitions, such as epidemic spreading, in weighted
scale-free networks, in which highly connected nodes have a relatively smaller ability to …

Routes to thermodynamic limit on scale-free networks

C Castellano, R Pastor-Satorras - Physical review letters, 2008 - APS
We show that there are two classes of finite size effects for dynamic models taking place on
a scale-free topology. Some models in finite networks show a behavior that depends only on …

Influence maximization on hypergraphs via similarity-based diffusion

ME Aktas, S Jawaid, I Gokalp… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Influence maximization is an important problem in network science that aims to detect critical
structures, such as nodes and interactions, with a higher influence on diffusion. It has …