Bayesian inference of substrate properties from film behavior

We demonstrate that by observing the behavior of a film deposited on a substrate, certain features of the substrate may be inferred with quantified uncertainty using Bayesian methods. We carry out this demonstration on an illustrative film/substrate model where the substrate is a Gaussian random fie...

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Bibliographic Details
Main Authors: Aggarwal, Raghav, Demkowicz, Michael J., Marzouk, Youssef M.
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:en_US
Published: IOP Publishing 2015
Online Access:http://hdl.handle.net/1721.1/97567
https://orcid.org/0000-0001-5321-3489
https://orcid.org/0000-0001-8242-3290
https://orcid.org/0000-0003-3949-0441