Search Results for author: D. Austin Cole

Found 2 papers, 0 papers with code

Entropy-based adaptive design for contour finding and estimating reliability

no code implementations24 May 2021 D. Austin Cole, Robert B. Gramacy, James E. Warner, Geoffrey F. Bomarito, Patrick E. Leser, William P. Leser

In reliability analysis, methods used to estimate failure probability are often limited by the costs associated with model evaluations.

Locally induced Gaussian processes for large-scale simulation experiments

no code implementations28 Aug 2020 D. Austin Cole, Ryan Christianson, Robert B. Gramacy

A cascade of strategies for planning the selection of local inducing points is provided, and comparisons are drawn to related methodology with emphasis on computer surrogate modeling applications.

Computational Efficiency Gaussian Processes

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