An Error-Pursuing Adaptive Uncertainty Analysis Method Based on Bayesian Support Vector Regression

The Bayesian support vector regression (BSVR) metamodel is widely used in various engineering fields to analyze the uncertainty arising from uncertain parameters. However, the accuracy of the BSVR metamodel based on the traditional one-shot sampling method fails to meet the requirements of the uncer...

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Bibliographic Details
Main Authors: Sheng-Tong Zhou, Jian Jiang, Jian-Min Zhou, Pei-Han Chen, Qian Xiao
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/11/2/228