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09/11/2021
Large-scale local surrogate modeling of stochastic simulation experiments
Gaussian process (GP) regression in large-data contexts, which often ari...
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05/24/2021
Entropy-based adaptive design for contour finding and estimating reliability
In reliability analysis, methods used to estimate failure probability ar...
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08/28/2020
Locally induced Gaussian processes for large-scale simulation experiments
Gaussian processes (GPs) serve as flexible surrogates for complex surfac...
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12/06/2018