• Kutalmis Bercin's avatar
    ENH: add new FO Streaming-Total Dynamic Mode Decomposition (STDMD) · 730233cd
    Kutalmis Bercin authored
        STDMD (i.e. Streaming Total Dynamic Mode Decomposition) is a variant of
        a data-driven dimensionality reduction method.
        STDMD is being used as a mathematical post-processing tool to compute
        a set of dominant modes out of a given flow (or dataset) each of which is
        associated with a constant frequency and decay rate, so that dynamic
        features of a given flow may become interpretable, and tractable.
        Among other Dynamic Mode Decomposition (DMD) variants, STDMD is presumed
        to provide the general DMD method capabilities alongside economised and
        feasible memory and CPU usage.
        Please refer to the header file documentation for further details.
      ENH: add new STDMD tutorial, pimpleFoam/laminar/cylinder2D
STDMDTemplates.C 3.96 KB