Building probability of detection curves via metamodels Browne, Thomas; Le Gratiet, Loïc; Blatman, Géraud; Cordeiro, Sara; Goursaud, Benjamin; Iooss, Bertrand; Maurice, Léa
Probability of Detection (POD) curves is a standard tool in several industries to evaluate the performance of Non Destructive Testing (NDT) procedures. However, the classical methods for POD determination rely on strong statistical assumptions (linearity, residuals normality and homoscedasticity). In the context of numerical POD estimation (with data coming from numerical simulations of the system), we study classic and novel model-based approaches. Applications are performed on Eddy Current Non Destructive Examination numerical data.
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