648 citations · 4.4k across the 22 of their papers we have counts for
23 papers
Complex network approaches to nonlinear time series analysis
Yong Zou, Reik V. Donner, Norbert Marwan +2
In the last decade, there has been a growing body of literature addressing the utilization of complex network methods for the characterization of dynamical systems based on time se…
Learning epidemic threshold in complex networks by Convolutional Neural Network
Qi Ni, Jie Kang, Ming Tang +2
Deep learning has taken part in the competition since not long ago to learn and identify phase transitions in physical systems such as many body quantum systems, whose underlying l…
Novel transition and Bellerophon state in coupled Stuart-Landau oscillators
Jiameng Zhang, Xue Li, Yong Zou +1
We study synchronization in a system of Stuart-Landau oscillators with frequency-weighted coupling. For three typical unimodal frequency distributions, namely, the Lorentzian, the…
Cross and joint ordinal partition transition networks for multivariate time series analysis
Heng Guo, Jiayang Zhang, Yong Zou +1
We propose to construct cross and joint ordinal pattern transition networks from multivariate time series for two coupled systems, where synchronizations are often present. In part…
Explosive oscillation death in coupled Stuart-Landau oscillators
Hongjie Bi, Xin Hu, Xiyun Zhang +3
Recently, the explosive phase transitions, such as explosive percolation and explosive synchronization, have attracted extensive research interest. So far, most existing works inve…
Disentangling regular and chaotic motion in the standard map using complex network analysis of recurrences in phase space
Yong Zou, Reik V. Donner, Marco Thiel +1
Recurrence in the phase space of complex systems is a well-studied phenomenon, which has provided deep insights into the nonlinear dynamics of such systems. For dissipative systems…