221 citations · 1.5k across the 51 of their papers we have counts for
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Sparse eigenbasis approximation: multiple feature extraction across spatiotemporal scales with application to coherent set identification
Gary Froyland, Christopher P. Rock, Konstantinos Sakellariou
The output of spectral clustering is a collection of eigenvalues and eigenvectors that encode important connectivity information about a graph or a manifold. This connectivity info…
On fast computation of finite-time coherent sets using radial basis functions
Gary Froyland, Oliver Junge
Finite-time coherent sets inhibit mixing over finite times. The most expensive part of the transfer operator approach to detecting coherent sets is the construction of the operator…
Estimating long term behavior of flows without trajectory integration: the infinitesimal generator approach
Gary Froyland, Oliver Junge, Péter Koltai
The long-term distributions of trajectories of a flow are described by invariant densities, i.e. fixed points of an associated transfer operator. In addition, global slowly mixing…