Dynamic Mode Decomposition
DMD Theory
Introduction to DMD (CH 1)
Koopman Theory (CH 3)
Nonlinear Observables (CH 10)
multi-resolution DMD (CH 5)
Advanced Theory
DMD with Control (CH 6)
Delay Coordinates & ERA (CH 7)
Noise and Power (CH 8)
Sparsity and DMD (CH 9)
Applications
Fluid Dynamics (CH 2)
Video Processing (CH 4)
Epidemiology (CH 11)
Neuroscience (CH 12)
Finance (CH 14)
Delay coordinates, ERA and HMM
Hankel Alternative View of Koopman (HAVOK) Analysis
 
This video highlights a new algorithm to decompose chaos into a linear system with intermitting forcing.
[
View
]
 
S. Brunton, B. Brunton, J. L. Proctor, E. Kaiser and J. N. Kutz
Chaos as an intermittently forced linear system
, arxiv (2016)