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 …

Random walks on complex networks

JD Noh, H Rieger - Physical review letters, 2004 - APS
We investigate random walks on complex networks and derive an exact expression for the
mean first-passage time (MFPT) between two nodes. We introduce for each node the …

Incorporating heterogeneous interactions for ecological biodiversity

JI Park, DS Lee, SH Lee, HJ Park - Physical Review Letters, 2024 - APS
Understanding the behaviors of ecological systems is challenging given their multifaceted
complexity. To proceed, theoretical models such as Lotka-Volterra dynamics with random …

Potts model with invisible states: a review

M Krasnytska, P Sarkanych, B Berche… - The European Physical …, 2023 - Springer
The Potts model with invisible states was introduced to explain discrepancies between
theoretical predictions and experimental observations of phase transitions in some systems …

Synchronization transition in scale-free networks: Clusters of synchrony

DS Lee - Physical Review E—Statistical, Nonlinear, and Soft …, 2005 - APS
We study the synchronization transition in scale-free networks that display power-law
asymptotic behaviors in their degree distributions. The critical coupling strength and the …

Finite-size scaling in complex networks

H Hong, M Ha, H Park - Physical review letters, 2007 - APS
A finite-size-scaling (FSS) theory is proposed for various models in complex networks. In
particular, we focus on the FSS exponent, which plays a crucial role in analyzing numerical …

Mean-field theory of vector spin models on networks with arbitrary degree distributions

FL Metz, T Peron - Journal of Physics: Complexity, 2022 - iopscience.iop.org
Understanding the relationship between the heterogeneous structure of complex networks
and cooperative phenomena occurring on them remains a key problem in network science …

Quantum phase transition detection via quantum support vector machine

Y Wang, L Cao - Quantum Science and Technology, 2024 - iopscience.iop.org
Unveiling quantum phase transitions (QPTs) is important for characterising physical systems
at low temperatures. However, the detection of these transitions is encumbered by …

Potts model on complex networks

SN Dorogovtsev, AV Goltsev, JFF Mendes - The European Physical …, 2004 - Springer
We consider the general p-state Potts model on random networks with a given degree
distribution (random Bethe lattices). We find the effect of the suppression of a first order …

Ising model in scale-free networks: A Monte Carlo simulation

CP Herrero - Physical Review E—Statistical, Nonlinear, and Soft …, 2004 - APS
The Ising model in uncorrelated scale-free networks has been studied by means of Monte
Carlo simulations. These networks are characterized by a degree (or connectivity) …