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20052025
most citedCausal Network Inference by Optimal Causation Entropy

222 citations · 1.8k across the 48 of their papers we have counts for

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11 papers · 1 filter

nlin.AO2019★ 8 cited

Synchronization of Network-Coupled Oscillators with Uncertain Dynamics

Per Sebastian Skardal, Dane Taylor, Jie Sun

Synchronization of network-coupled dynamical units is important to a variety of natural and engineered processes including circadian rhythms, cardiac function, neural processing, a…

nlin.AO2016★ 16 cited

Sensitive Dependence of Optimal Network Dynamics on Network Structure

Takashi Nishikawa, Jie Sun, Adilson E. Motter

The relation between network structure and dynamics is determinant for the behavior of complex systems in numerous domains. An important long-standing problem concerns the properti…

nlin.AO2016★ 32 cited

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…

nlin.AO2016★ 25 cited

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…

nlin.AO2015★ 12 cited

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…

nlin.AO2015★ 12 cited

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…