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Created with Raphaël 2.2.07Sep28May24Feb5Dec125Nov1922May191511630Apr282724Replace DataDrivenMethods_Tutorial_DWCarter_V5.pptxmastermasterReplace DataDrivenMethods_Tutorial_DWCarter_V5.pdfReplace epod.mReplace epod.mReplace pwrsd.mReplace pwrsd.mReplace pwrsd.mReplace pwrsd.mFixed issue with built in svd function not taking single precision.Replace pod.mReplace fillpod.mReplace pod.mReplace sparserecloc.mReplace sparserecloc.mReplace sparserecloc.mIdentifies locations for sparse reconstruction using a given spatial basis and returns the mapping matrix C.Sparse reconstruction code given a mapping matrix C and probe signal y, offers up to three separate methods.Replace pod.m using built in svds functionField up-sampled reconstruction via Extended Proper Orthogonal Decomposition MatLAB function, Updated 22 May: fixed function descriptionField up-sampled reconstruction via Extended Proper Orthogonal Decomposition MatLAB function, Updated 19 May: Corrected cross-correlation filterPDF Presentation for understanding and implementing Data Driven MethodsPresentation for understanding and implementing Data Driven MethodsField up-sampled reconstruction via Extended Proper Orthogonal Decomposition MatLAB functionVector Replacement from Iterative Proper Orthogonal Decomposition MatLAB function, Updated 6 May: Adjusted default to not set filled vectors to zeroVector Replacement from Iterative Proper Orthogonal Decomposition MatLAB functionHigh Order Dynamic Mode Decomposition MatLAB function: Updated 30 April: Adjusted default high order dimensionHigh Order Dynamic Mode Decomposition MatLAB function: Updated 30 April: Changed default high order dimension to maximum allowableDynamic Mode Decomposition MatLAB function: Updated 30 April: Added adjustments for data that reaches 100% energy at a finite number of modes, e.g. numerical data or an exact solution to a linear fieldHigh Order Dynamic Mode Decomposition MatLAB functionProper Orthogonal Decomposition MatLAB function: Updated 30 April: Deals with non-finite inputsDynamic Mode Decomposition MatLAB function: Updated 28 April: Added DMD amplitude cutoff input, adjusted input parsingDynamic Mode Decomposition MatLAB function: Updated 28 April: Added threshold for DMD amplitudes, improved input parsingDynamic Mode Decomposition MatLAB file: Updated 27 AprilDynamic Mode Decomposition MatLAB function: Updated to properly deal with retaining all POD modesExample code for running Data Driven functions in MatLABExample fields for testing functions, see Run_Example.m MatLAB scriptWhite -> Yellow -> Purple -> Black Colormap MatLAB functionInterpolate Colormap MatLAB functionRed -> White -> Blue Colormap MatLAB functionPlot Spatial Modes MatLAB function