77 citations · 86 across the 7 of their papers we have counts for
8 papers
Gaussian Processes with Input Location Error and Applications to the Composite Parts Assembly Process
Wenjia Wang, Xiaowei Yue, Benjamin Haaland +1
In this paper, we investigate Gaussian process modeling with input location error, where the inputs are corrupted by noise. Here, the best linear unbiased predictor for two cases i…
A clustered Gaussian process model for computer experiments
Chih-Li Sung, Benjamin Haaland, Youngdeok Hwang +1
A Gaussian process has been one of the important approaches for emulating computer simulations. However, the stationarity assumption for a Gaussian process and the intractability f…
Synthesizing simulation and field data of solar irradiance
Furong Sun, Robert B. Gramacy, Benjamin Haaland +2
Predicting the intensity and amount of sunlight as a function of location and time is an essential component in identifying promising locations for economical solar farming. Althou…
Emulating satellite drag from large simulation experiments
Furong Sun, Robert B. Gramacy, Benjamin Haaland +2
Obtaining accurate estimates of satellite drag coefficients in low Earth orbit is a crucial component in positioning and collision avoidance. Simulators can produce accurate estima…
Controlling Sources of Inaccuracy in Stochastic Kriging
Wenjia Wang, Benjamin Haaland
Scientists and engineers commonly use simulation models to study real systems for which actual experimentation is costly, difficult, or impossible. Many simulations are stochastic…
A Simple Approach to Constructing Quasi-Sudoku-based Sliced Space-Filling Designs
Diane Donovan, Benjamin Haaland, David J. Nott
Sliced Sudoku-based space-filling designs and, more generally, quasi-sliced orthogonal array-based space-filling designs are useful experimental designs in several contexts, includ…
A Framework for Controlling Sources of Inaccuracy in Gaussian Process Emulation of Deterministic Computer Experiments
Benjamin Haaland, Wenjia Wang, Vaibhav Maheshwari
Computer experiments have become ubiquitous in science and engineering. Commonly, runs of these simulations demand considerable time and computing, making experimental design extre…
Accurate emulators for large-scale computer experiments
Ben Haaland, Peter Z. G. Qian
Large-scale computer experiments are becoming increasingly important in science. A multi-step procedure is introduced to statisticians for modeling such experiments, which builds a…