57 citations · 97 across the 5 of their papers we have counts for
4 papers · 1 filter
Low-Dimensional Phase Diagram of Higher-Order Networked Systems
Jia-Jie Qin, Jack Murdoch Moore, Xiaozhu Zhang +1
Higher-order networks exhibit rich critical phenomena that cannot be captured by traditional pairwise models. Here, we develop an analytical dimension-reduction framework that maps…
Topological Determinants of Perturbation Spreading in Networks
Xiaozhu Zhang, Dirk Witthaut, Marc Timme
Spreading phenomena essentially underlie the dynamics of various natural and technological networked systems, yet how spatiotemporal propagation patterns emerge from such networks…
Dynamic perturbation spreading in networks
Malte Schröder, Xiaozhu Zhang, Justine Wolter +1
Understanding how local perturbations induce the transient dynamics of a network of coupled units is essential to control and operate such systems. Often a perturbation initiated i…
Quantifying Transient Spreading Dynamics on Networks
Justine Wolter, Benedict Lünsmann, Xiaozhu Zhang +2
Spreading phenomena on networks are essential for the collective dynamics of various natural and technological systems, from information spreading in gene regulatory networks to ne…