Dynamical importance and network perturbations

Joint with Mason A. Porter.

We study a notion of edge importance called dynamical importance, which is based on the spectral information (i.e., dominant eigenpair) of the adjacency matrix. The behavior of coupled Kuramoto oscillators on networks can be understood in terms of dynamical importance. Here is our paper.