102 citations · 129 across the 8 of their papers we have counts for
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stat.ME2017
Multi-Resolution Functional ANOVA for Large-Scale, Many-Input Computer Experiments
Chih-Li Sung, Wenjia Wang, Matthew Plumlee +1
The Gaussian process is a standard tool for building emulators for both deterministic and stochastic computer experiments. However, application of Gaussian process models is greatl…
stat.ME2017★ 2 cited
An Uncertainty Quantification Method for Inexact Simulation Models
Matthew Plumlee, Henry Lam
The vast majority of stochastic simulation models are imperfect in that they fail to exactly emulate real system dynamics. The inexactness of the simulation model, or model discrep…