svd_2006_usc


svd_2006_usc, "Turning Data into Information with the SVD", a talk on 25 October 2006, to the local SIAM Student chapter at the Mathematics Department of the University of South Carolina.

A plain text abstract of the talk is available as svd_2006_usc.txt.

The problem of analyzing data from a fluid flow simulation and then reusing it as a reduced model for further calculations is presented in

John Burkardt, Max Gunzburger, Hyung Chun Lee,
Centroidal Voronoi Tessellation-Based Reduced-Order Modeling of Complex Systems,
SIAM Journal on Scientific Computing,
Volume 28, Number 2, 2006, pages 459-484.

Please note that the "face" images are used for comparison and illustration, and come from the work of an entirely separate research group. That research is described in

Neil Muller, Lourenco Magaia, Ben Herbst,
Singular Value Decomposition, Eigenfaces, and 3D Reconstructions,
SIAM Review,
Volume 46, Number 3, 2004, pages 518-545.

More information about the Singular Value Decomposition (SVD) is available in most textbooks on linear algebra:

Lloyd Trefethen, David Bau,,
Numerical Linear Algebra,
SIAM, 1997,
ISBN: 0-89871-361-7,
LC: QA184.T74.

The following files were used:


Last revised on 03 February 2024.