222 citations · 1.3k across the 45 of their papers we have counts for
4 papers · 1 filter
Erosion of synchronization in networks of coupled oscillators
Per Sebastian Skardal, Dane Taylor, Jie Sun +1
We report erosion of synchronization in networks of coupled phase oscillators, a phenomenon where perfect phase synchronization is unattainable in steady-state, even in the limit o…
Topological data analysis of contagion maps for examining spreading processes on networks
Dane Taylor, Florian Klimm, Heather A. Harrington +4
Social and biological contagions are influenced by the spatial embeddedness of networks. Historically, many epidemics spread as a wave across part of the Earth's surface; however,…
Optimal synchronization of complex networks
Per Sebastian Skardal, Dane Taylor, Jie Sun
We study optimal synchronization in networks of heterogeneous phase oscillators. Our main result is the derivation of a synchrony alignment function that encodes the interplay betw…
Causal Network Inference by Optimal Causation Entropy
Jie Sun, Dane Taylor, Erik M. Bollt
The broad abundance of time series data, which is in sharp contrast to limited knowledge of the underlying network dynamic processes that produce such observations, calls for a rig…