JSM2025
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Invited Paper Session

The Past, Present and Future of Statistical Methodology for Computer Experiments

Tue, Aug 5, 10:30 AM - 12:20 PM Room CC-209B Music City Center
Murali HaranOrganizerBruno SansoOrganizerMurali HaranChairDerek BinghamOrganizerDaniel WilliamsonOrganizer
Section on Physical and Engineering Sciences co: Uncertainty Quantification in Complex Systems Interest Groupco: Section on Statistical Computingco: History of Statistics Interest Group Applied

5 Presentations

Four decades in statistics of Uncertainty Quantification for computer modeling
10:35 AM - 10:55 AM
James Berger (Duke University)
Multivariate and functional output emulation
10:55 AM - 11:15 AM
David Higdon (Virginia Tech)
Co-authors: Maike Holthuijzen (Sandia National Labs), Sierra Merkes (Virginia Tech Statistics Department)
Non-stationary Gaussian Process Surrogates
11:15 AM - 11:35 AM
Annie Booth (NC State University)
deep Gaussian process
Design of Experiments for Emulations: A Review
11:35 AM - 11:55 AM
Lulu Kang (University of Massachusetts Amherst)
computer experimentdesign of experimentemulationsurrogate models
Sensitivity Analysis in Practice
11:55 AM - 12:15 PM
Devin Francom (Los Alamos National Laboratory)
Sobol sensitivityemulatorcomputer experimentuncertainty quantification
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