57 citations · 89 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2024★ 25 cited
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…
nlin.AO2024★ 7 cited
Fluctuation Response Patterns of Network Dynamics -- an Introduction
Xiaozhu Zhang, Marc Timme
Networked dynamical systems, i.e., systems of dynamical units coupled via nontrivial interaction topologies, constitute models of broad classes of complex systems, ranging from gen…
nlin.AO2016★ 57 cited
Network susceptibilities: theory and applications
Debsankha Manik, Martin Rohden, Henrik Ronellenfitsch +4
We introduce the concept of network susceptibilities quantifying the response of the collective dy- namics of a network to small parameter changes. We distinguish two types of susc…