3 citations · 3 across the 4 of their papers we have counts for
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stat.ME2021
Large-scale local surrogate modeling of stochastic simulation experiments
D Austin Cole, Robert B Gramacy, Mike Ludkovski
Gaussian process (GP) surrogate modeling for large computer experiments is limited by cubic runtimes, especially with data from stochastic simulations with input-dependent noise. A…
stat.ME2021
Entropy-based adaptive design for contour finding and estimating reliability
D. Austin Cole, Robert B. Gramacy, James E. Warner +3
In reliability analysis, methods used to estimate failure probability are often limited by the costs associated with model evaluations. Many of these methods, such as multifidelity…