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-   -   What is the difference between POD and SVD? (https://www.cfd-online.com/Forums/main/10807-what-difference-between-pod-svd.html)

Greene February 15, 2006 05:52

What is the difference between POD and SVD?
 
I've read some papers about that two subjects while I can not tell the difference between them. Any body can help me?

Peter Attar February 15, 2006 17:32

Re: What is the difference between POD and SVD?
 
In POD the fluid variables are written as a linear combination of some global modes..these global modes are computed by taking snapshots of the time history data of the fluid variables, putting them in a matrix, forming a spatial correlation matrix and then computing the eigenvalues/eigenvectors of the corelation matrix. Alternatively you can computed the POD modes by performing an SVD on the matrix of snapshot data. SVD itself is just a way to decompose a matrix.



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