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CC = Vancouver Convention Centre   F = Fairmont Waterfront Vancouver
* = applied session       ! = JSM meeting theme

Activity Details

347 Tue, 7/31/2018, 10:30 AM - 12:20 PM CC-East 16
Machine Learning and Applications in Complex Engineering Systems — Contributed Papers
Section on Physical and Engineering Sciences, SSC
Chair(s): Blanton Godfrey, North Carolina State University
10:35 AM Data-Driven Modeling and Forecast of Noisy Nonlinear Dynamics

Kyongmin Yeo, IBM T.J. Watson Research Center; Youngdeok Hwang, Sungkyunkwan University; Eun Kyung Lee, IBM T.J. Watson Research Center
10:50 AM The Identification and Quantification of Pits, Cracks, and Corrosion from Container Material Image Surface Depth Measurements with Subsequent Container Classification

James Wendelberger, Los Alamos National Laboratory
11:05 AM Prediction for Distributional Outcomes in the Management of High-Performance Computing Input/Output (I/O) Variability

Li Xu, Virginia Tech; Thomas Lux, Virginia Tech; Tyler Chang, Virginia Tech; Bo Li, Virginia Tech; Yili Hong, Virginia Tech; Layne Watson, Virginia Tech; Kirk Cameron, Virginia Tech; Jon Bernard, Virginia Tech
11:20 AM Spectral Methods for Kernel Learning
Charlotte Haley, Argonne National Lab; Christopher J Geoga, Argonne National Laboratory; Mihai Anitescu, Argonne National Laboratory
11:35 AM Covering Arrays: An Efficient Tool for Validating Complex Engineered Systems

Ryan Lekivetz, SAS Institute, Inc.; Joseph Morgan, SAS Institute, Inc.
11:50 AM Hidden in the Signal
Eunice Kim, Microsoft; Ildoo Kim, Brown University
12:05 PM Floor Discussion