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25 April 2023 Build your own POD: new and improved version (Conference Presentation)
David Forsyth, John C. Aldrin
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Proceedings Volume PC12491, 8th International Workshop on Reliability of NDT/NDE; PC1249104 (2023) https://doi.org/10.1117/12.2657453
Event: SPIE Smart Structures + Nondestructive Evaluation, 2023, Long Beach, California, United States
Abstract
At the 4th workshop in 2009 the authors presented case studies of using model assisted approaches to enhance probability of detection estimation (MAPOD). Since that time, simulation tools have greatly matured and new methods of data analysis have been introduced into the NDE community. in this presentation we will show case studies of MAPOD including spatial variability, automated defect analysis, and machine learning methods. Critical aspects include validation, uncertainty quantification, and the fusion of data from simulation, experiments, and other sources for efficient and accurate MAPOD.
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David Forsyth and John C. Aldrin "Build your own POD: new and improved version (Conference Presentation)", Proc. SPIE PC12491, 8th International Workshop on Reliability of NDT/NDE, PC1249104 (25 April 2023); https://doi.org/10.1117/12.2657453
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KEYWORDS
Data fusion
Data analysis
Machine learning
Nondestructive evaluation
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