Centering Data Improves the Dynamic Mode Decomposition

DOI10.1137/19M1289881zbMath1465.37092arXiv1906.05973OpenAlexW3081317218MaRDI QIDQ4983495

Kameron Decker Harris, Seth M. Hirsh, Bingni W. Brunton, J. Nathan Kutz

Publication date: 20 April 2021

Published in: SIAM Journal on Applied Dynamical Systems (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1906.05973

zbMATH Keywords

equilibriumcenteringdynamic mode decompositionspatiotemporal decomposition

Mathematics Subject Classification ID

Time series analysis of dynamical systems (37M10) Numerical problems in dynamical systems (65P99)

Related Items (6)

Model order reduction for gas and energy networks ⋮ Modern Koopman Theory for Dynamical Systems ⋮ Hierarchical higher-order dynamic mode decomposition for clustering and feature selection ⋮ Statistical modeling and an adaptive averaging technique for strong convergence of the dynamic mode decomposition ⋮ Time-Varying Autoregression with Low-Rank Tensors ⋮ Strong consistency of the projected total least squares dynamic mode decomposition for datasets with random noise

Uses Software

• odmd

Cites Work

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