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Activity Number: 627
Type: Topic Contributed
Date/Time: Thursday, August 8, 2013 : 8:30 AM to 10:20 AM
Sponsor: Quality and Productivity Section
Abstract - #309930
Title: Statistical Analysis Integrating Complex Computer Models and Actual Measurements
Author(s): Yasuo Amemiya*+ and Youngdoek Hwang and Huijing Jiang
Companies: IBM T.J. Watson Research Center and IBM Watson Research Center and IBM T.J. Watson Research Center
Keywords: physical models ; computer experiments ; sensor measurements ; spatio-temporal analysis
Abstract:

Under the Smarter Planet Campaign, IBM has been involved in large-scale physical system management problems. In such problems, the available information often includes various types of physics-based computer models as well as measurements from sensors and instruments. We present a general framework in which different types of computer models are incorporated into statistical analysis of an actual physical system. The utility of this approach is illustrated using real-world examples.


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