Variance-Based Sensitivity Analysis to Support Simulation-Based Design Under Uncertainty

Sensitivity analysis plays a critical role in quantifying uncertainty in the design of engineering systems. A variance-based global sensitivity analysis is often used to rank the importance of input factors, based on their contribution to the variance of the output quantity of interest. However, thi...

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Bibliographic Details
Main Authors: Allaire, Douglas L., Opgenoord, Max Maria Jacques, Willcox, Karen E
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:en_US
Published: ASME International 2017
Online Access:http://hdl.handle.net/1721.1/106283
https://orcid.org/0000-0002-8317-2566
https://orcid.org/0000-0003-2156-9338