222 citations · 1.3k across the 45 of their papers we have counts for
4 papers · 1 filter
Ensemble-based estimates of eigenvector error for empirical covariance matrices
Dane Taylor, Juan G. Restrepo, Francois G. Meyer
Covariance matrices are fundamental to the analysis and forecast of economic, physical and biological systems. Although the eigenvalues and eigenvectors o…
Super-resolution community detection for layer-aggregated multilayer networks
Dane Taylor, Rajmonda S. Caceres, Peter J. Mucha
Applied network science often involves preprocessing network data before applying a network-analysis method, and there is typically a theoretical disconnect between these steps. Fo…
Synchronization of heterogeneous oscillators under network modifications: Perturbation and optimization of the synchrony alignment function
Dane Taylor, Per Sebastian Skardal, Jie Sun
Synchronization is central to many complex systems in engineering physics (e.g., the power-grid, Josephson junction circuits, and electro-chemical oscillators) and biology (e.g., n…
Optimal synchronization of directed complex networks
Per Sebastian Skardal, Dane Taylor, Jie Sun
We study optimal synchronization of networks of coupled phase oscillators. We extend previous theory for optimizing the synchronization properties of undirected networks to the imp…