scholarly journals Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator

2017 ◽  
Vol 27 (10) ◽  
pp. 103111 ◽  
Author(s):  
Qianxiao Li ◽  
Felix Dietrich ◽  
Erik M. Bollt ◽  
Ioannis G. Kevrekidis
Keyword(s):  
Dictionary Learning ◽  
Spectral Decomposition ◽  
Dynamic Mode Decomposition ◽  
Data Driven ◽  
Dynamic Mode ◽  
Koopman Operator ◽  
Mode Decomposition ◽  
Extended Dynamic

scholarly journals A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition

2015 ◽  
Vol 25 (6) ◽  
pp. 1307-1346 ◽  
Author(s):  
Matthew O. Williams ◽  
Ioannis G. Kevrekidis ◽  
Clarence W. Rowley
Keyword(s):  
Dynamic Mode Decomposition ◽  
Data Driven ◽  
Dynamic Mode ◽  
Koopman Operator ◽  
Mode Decomposition
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