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)
Sparsity and Sparse Measurement for DMD
A Compressed Overview of Sparsity
 
This video highlights the new innovations around using sparsity promoting techniques.
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Compressed Sensing and Dynamic Mode Decomposition
 
This video highlights the use of compression and compressed sensing for DMD.
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S. Brunton, J. L. Proctor and J. N. Kutz
Compressed sensing and dynamic mode decomposition
, Journal of Computational Dynamics 2 (2015) 165-191
 
 
Sparse Sensor Placement Optimization for Classification (SSPOC)
 
This video highlights the new innovations around using sparsity promoting techniques for determining optimal sensor placement.
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B. Brunton, S. Brunton, J. L. Proctor and J. N. Kutz
Sparse sensor placement optimization for classification
, arxiv (2013)