Randomized Nyström with Halton column sampling approximates leading eigenvectors of vortical flow networks using a small fraction of the adjacency matrix, enabling spectral network analysis at much larger scales.
Spectral analysis of nonlinear flows,
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Randomized methods to characterize large-scale vortical flow network
Randomized Nyström with Halton column sampling approximates leading eigenvectors of vortical flow networks using a small fraction of the adjacency matrix, enabling spectral network analysis at much larger scales.