增强计算机模型和实地数据混合实验的模拟活动

IF 2.3 3区工程技术 Q1 STATISTICS & PROBABILITY

Technometrics Pub Date : 2024-04-19 DOI:10.1080/00401706.2024.2345139

Scott Koermer, Justin Loda, Aaron Noble, Robert B. Gramacy

引用次数: 0

摘要

肯尼迪和奥哈根（KOH）校准框架使用耦合高斯过程（GP）对昂贵的模拟器（第一个GP）进行元建模，调整其 "旋钮"（校准输入），使其与观测数据最匹配。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Augmenting a simulation campaign for hybrid computer model and field data experiments

The Kennedy and O’Hagan (KOH) calibration framework uses coupled Gaussian processes (GPs) to meta-model an expensive simulator (first GP), tune its “knobs” (calibration inputs) to best match observ...

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来源期刊

Technometrics 管理科学-统计学与概率论

CiteScore

4.50

自引率

16.00%

发文量

审稿时长

>12 weeks

期刊介绍： Technometrics is a Journal of Statistics for the Physical, Chemical, and Engineering Sciences, and is published Quarterly by the American Society for Quality and the American Statistical Association.Since its inception in 1959, the mission of Technometrics has been to contribute to the development and use of statistical methods in the physical, chemical, and engineering sciences.