Multifidelity Dimension Reduction via Active Subspaces

© 2020 Remi Lam, Olivier Zahm, Youssef Marzouk, Karen Willcox. We propose a multifidelity dimension reduction method to identify a low-dimensional structure present in many engineering models. The structure of interest arises when functions vary primarily on a low-dimensional subspace of the high-di...

Full description

Bibliographic Details
Main Authors: Lam, Remi R, Zahm, Olivier, Marzouk, Youssef M, Willcox, Karen E
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:English
Published: Society for Industrial & Applied Mathematics (SIAM) 2021
Online Access:https://hdl.handle.net/1721.1/135339