Complex networks: a mini-review

AS Mata - Brazilian Journal of Physics, 2020 - Springer
Network analysis is a powerful tool that provides us a fruitful framework to describe
phenomena related to social, technological, and many other real-world complex systems. In …

Statistical modeling of adaptive neural networks explains co-existence of avalanches and oscillations in resting human brain

F Lombardi, S Pepić, O Shriki, G Tkačik… - Nature Computational …, 2023 - nature.com
Neurons in the brain are wired into adaptive networks that exhibit collective dynamics as
diverse as scale-specific oscillations and scale-free neuronal avalanches. Although existing …

Synchronization dynamics and collective behaviors of coupled fluctuating-frequency oscillators in complex networks

L Meng, R Zhang, L Lin, H Wang - Nonlinear Dynamics, 2024 - Springer
The research of collective dynamics and cooperation mechanisms among coupled particles
in various topological structures is highly significant across many fields. This study proposes …

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 …

Vanishing threshold in depolarization of correlated opinions on social networks

J Ojer, M Starnini, R Pastor-Satorras - arxiv preprint arxiv:2306.01329, 2023 - arxiv.org
The process of opinion depolarization is assumed to be mediated through social networks,
where interacting individuals reciprocally exert social influence leading to a consensus …

A network modelling and analysis approach for pharma industry regulatory assessment

T Charitou, E Lallas, VC Gerogiannis… - IEEE …, 2024 - ieeexplore.ieee.org
Regulatory compliance in the pharmaceutical industry is challenging, requiring dedicated
resources and meticulous control over production processes to ensure adherence to …

Social network heterogeneity promotes depolarization of multidimensional correlated opinions

J Ojer, M Starnini, R Pastor-Satorras - Physical Review Research, 2025 - APS
Understanding the mechanisms to mitigate opinion polarization in our society is crucial to
minimizing social division and ultimately strengthening democracy. Due to the challenge of …

Network processes on clique-networks with high average degree: the limited effect of higher-order structure

C Stegehuis, T Peron - Journal of Physics: Complexity, 2021 - iopscience.iop.org
In this paper, we investigate the effect of local structures on network processes. We
investigate a random graph model that incorporates local clique structures, and thus …

Collective dynamics of random Janus oscillator networks

T Peron, D Eroglu, FA Rodrigues, Y Moreno - Physical Review Research, 2020 - APS
Janus oscillators have been recently introduced as a remarkably simple phase oscillator
model that exhibits nontrivial dynamical patterns—such as chimeras, explosive transitions …

Mesoscopic model reduction for the collective dynamics of sparse coupled oscillator networks

LD Smith, GA Gottwald - Chaos: An Interdisciplinary Journal of …, 2021 - pubs.aip.org
The behavior at bifurcation from global synchronization to partial synchronization in finite
networks of coupled oscillators is a complex phenomenon, involving the intricate dynamics …