Surrogate Models / Reduced Order Modeling

We present various methods for interpolating the output of expensive computer models with cheaper reduced order models. We examine methods statistical models such as Kriging/Gaussian process emulators as well as reduced basis methods.


Homework3.pdfHomework 3 - Due May 31.
hw3.tgzCodes for Homework 3..
pmpack.tgzA suite of Matlab tools for working orthogonal polynomials and quadrature.
outline14.pdfHandout for lecture 14.