222 citations · 1.3k across the 45 of their papers we have counts for
5 papers · 1 filter
Enhanced detectability of community structure in multilayer networks through layer aggregation
Dane Taylor, Saray Shai, Natalie Stanley +1
Many systems are naturally represented by a multilayer network in which edges exist in multiple layers that encode different, but potentially related, types of interactions, and it…
Collective frequency variation in network synchronization and reverse PageRank
Per Sebastian Skardal, Dane Taylor, Jie Sun +1
A wide range of natural and engineered phenomena rely on large networks of interacting units to reach a dynamical consensus state where the system collectively operates. Here we st…
Clustering Network Layers With the Strata Multilayer Stochastic Block Model
Natalie Stanley, Saray Shai, Dane Taylor +1
Multilayer networks are a useful data structure for simultaneously capturing multiple types of relationships between a set of nodes. In such networks, each relational definition gi…
Eigenvector-Based Centrality Measures for Temporal Networks
Dane Taylor, Sean A. Myers, Aaron Clauset +2
Numerous centrality measures have been developed to quantify the importances of nodes in time-independent networks, and many of them can be expressed as the leading eigenvector of…
Erosion of synchronization: Coupling heterogeneity and network structure
Per Sebastian Skardal, Dane Taylor, Jie Sun +1
We study the dynamics of network-coupled phase oscillators in the presence of coupling frustration. It was recently demonstrated that in heterogeneous network topologies, the prese…