JSM 2011 Online Program

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Abstract Details

Activity Number: 433
Type: Roundtables
Date/Time: Wednesday, August 3, 2011 : 7:00 AM to 8:15 AM
Sponsor: Section on Physical and Engineering Sciences
Abstract - #301130
Title: Statistical Aspects of Complex Computer Models
Author(s): Dorin Drignei*+
Companies: Oakland University
Address: , , ,
Keywords: metamodels ; sensitivity ; calibration ; computer experiment ; surrogate ; emulator
Abstract:

Computer models, or codes, are ubiquitous in science and engineering. In industry, computer models are often used to supplement expensive physical testing. There are inherent uncertainties associated with computer models, and statistics has already made significant contributions in this area. Still, much more needs to be done to address more complex computer models. During this roundtable we shall explore some of these complexities and how far can statistics go to address them. We hope to create a bridge between the academia and industry audiences, that will enhance further communication in this area.


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