Personalized PageRank on row-normalized EDMD matrices detects Koopman-invariant sub-dictionaries with O(1/sqrt(M)) finite-sample guarantees and is tested on standard chaotic systems.
Dynamic mode decomposition of numerical and experimental data.Journal of Fluid Mechanics, 656:5–28
2 Pith papers cite this work. Polarity classification is still indexing.
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Online DMD-based adaptive feedback control targets and suppresses the resonant tone from shear-layer vortices in a supersonic dual-stream jet while preserving mean flow features.
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Finding Koopman Invariant Subspaces via Personalized PageRank
Personalized PageRank on row-normalized EDMD matrices detects Koopman-invariant sub-dictionaries with O(1/sqrt(M)) finite-sample guarantees and is tested on standard chaotic systems.
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Real-Time Adaptive Feedback Control of a Supersonic Dual-Stream Jet
Online DMD-based adaptive feedback control targets and suppresses the resonant tone from shear-layer vortices in a supersonic dual-stream jet while preserving mean flow features.