Fall 2019: Koopman Spectral Analysis
This semester we will be working on ‘‘Koopman Spectral Analysis’’.
Text: ‘‘Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems’’ by Kutz, Brunton, Brunton, and Proctor.
Email for the working groups is: siam-wg@lists.andrew.cmu.edu
Schedule (so far)
Name | Date(s) | Topic |
---|---|---|
Kayla Bollinger | 09/05, 09/12 | Introduction |
Won Eui Hong | 09/19 | Koopman Spectral Analysis |
Likhit Ganedi | 09/26 | Video Processing |
Won Eui Hong | 10/10 | Multiresolution DMD |
David Itkin | 10/17 | DMD with Control |
Likhit Ganedi | 10/24 | Wavelet Transform |
Won Eui Hong | 11/14 | Multiresolution Approximations |
Antoine Remond-Tiedrez | 11/21 | Littlewood-Paley Decomposition |
Summaries of the key points from each talk can be found in these notes.