Dynamic Mode Decomposition [DMD] - Wrapper

Wrapper function to perform DMD in N-Dimensional data sets. Reshapes data back and forth to facilitate handling.
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Actualizado 20 Aug 2019

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I built this wrapper to facilitate processing when performing modal analysis in arbitrary data sets. The wrapper accepts an N-D input matrix (Big_X) that has its first dimension as time and the other dimensions can be whatever the application requires.

The wrapper (hopefully) reduces the barrier of entry when doing these calculations, as building your own DMD function from scratch is quite time-consuming. Although there indeed are other functions like this one on Matlab Exchange, I often found that the lack of easy-to-use outputs was sometimes hindering my progress. So hopefully you will also find this useful!

Attached an usage sample and a small data set of a shedding cylinder to test the usage. Thanks to Prof. Louis Cattafesta from Florida State University to inspire me to produce this. If you have any requests please let me know.

Citar como

Fernando Zigunov (2024). Dynamic Mode Decomposition [DMD] - Wrapper (https://www.mathworks.com/matlabcentral/fileexchange/72470-dynamic-mode-decomposition-dmd-wrapper), MATLAB Central File Exchange. Recuperado .

Compatibilidad con la versión de MATLAB
Se creó con R2019a
Compatible con cualquier versión
Compatibilidad con las plataformas
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Versión Publicado Notas de la versión
1.0.1

A

1.0.0