Surrogate Modeling for Uncertainty Assessment with Application to Aviation Environmental System Models

Numerical simulation models to support decision-making and policy-making processes are often complex, involving many disciplines, many inputs, and long computation times. Inputs to such models are inherently uncertain, leading to uncertainty in model outputs. Characterizing, propagating, and analy...

Full description

Bibliographic Details
Main Authors: Allaire, Douglas L., Willcox, Karen E.
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:en_US
Published: American Institute of Aeronautics and Astronautics 2011
Online Access:http://hdl.handle.net/1721.1/61706
https://orcid.org/0000-0003-2156-9338