Efficient uncertainty propagation for MAPOD via polynomial chaos-based Kriging
Abstract
Purpose Model-assisted probability of detection (MAPOD) is an important approach used as part of assessing the reliability of nondestructive testing systems. The purpose of this paper is to apply the polynomial chaos-based Kriging (PCK) metamodeling method to MAPOD for the first time to enable efficient uncertainty propagation, which is currently a major bottleneck when using accurate physics-based models. Design/methodology/approach In this...
Paper Details
Title
Efficient uncertainty propagation for MAPOD via polynomial chaos-based Kriging
Published Date
Aug 2, 2019
Journal
Volume
37
Issue
1
Pages
73 - 92
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