Multifidelity Covariance Estimation Three Ways

In this thesis we develop a suite of three methods for multifidelity covariance estimation. We begin with a straightforward extension of scalar multifidelity Monte Carlo to matrices, obtaining what we refer to as the Euclidean or linear control variate mutifidelity covariance estimator. The mean squ...

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Bibliographic Details
Main Author: Maurais, Aimee Elizabeth
Other Authors: Marzouk, Youssef M.
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144812

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