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Activity Details

199 Tue, 8/4/2020, 10:00 AM - 2:00 PM Virtual
Innovations in Modeling Computer Experiments — Contributed Papers
Section on Physical and Engineering Sciences, Quality and Productivity Section
Chair(s): Bledar Konomi, University of Cincinnati
Bayesian Optimization via Barrier Functions
Tony Pourmohamad, Genentech; Herbert Lee, Univ of California, Santa Cruz
Calibration of Inexact Computer Models with Heteroscedastic Errors
Chih-Li Sung, Michigan State University; Beau David Barber, University of Illinois at Urbana-Champaign; Berkley J. Walker, Michigan State University
Quantifying Uncertainties of Microscopic Nuclear Theories
Kevin Quinlan, Lawrence Livermore National Laboratory
Prediction for Distributional Outcomes in High-Performance Computing I/O Variability
Li Xu, Virginia Tech; Yili Hong; Layne Watson, Department of Computer Science, Virginia Tech; Kirk Cameron, Department of Computer Science, Virginia Tech
Statistical Emulation for High-Dimensional Complex Simulators
Gang Yang, University of Cincinnati; Emily Kang, University of Cincinnati ; Bledar Konomi, University of Cincinnati
Local Inducing Point Gaussian Processes for Large-Scale Simulation Experiments
David Austin Cole, Virginia Tech; Ryan Christianson, Virginia Tech; Robert Gramacy, Virginia Tech
Estimating Repeatability and Reproducibility with Limited Replications
Hina Arora; Naomi Kaplan Damary, Postdoctoral scholar, University of California, Irvine; Hal Stern, Vice Provost for Academic Planning Office of the Provost and Chancellor's Professor