%0 Conference Proceedings %T Database generation and exploitation for efficient and intensive simulation studies %+ Département Imagerie et Simulation pour le Contrôle (DISC) %A Miorelli, R. %A Artusi, X. %A Abdessalem, A.B. %A Reboud, C. %Z Conference of 42nd Annual Review of Progress in Quantitative Nondestructive Evaluation, QNDE 2015, Incorporating the 6th European-American Workshop on Reliability of NDE ; Conference Date: 26 July 2015 Through 31 July 2015; Conference Code:119404 %< avec comité de lecture %B 42nd annual review of progress in quantitative nondestructive evaluation: Incorporating the 6th European-American Workshop on Reliability of NDE %C Minneapolis, United States %Y Bond L.J., Chimenti D.E. %I American Institute of Physics Inc. %3 AIP Conference Proceedings %V 1706 %8 2015-07-26 %D 2015 %R 10.1063/1.4940632 %Z Physics [physics] %Z Computer Science [cs]Conference papers %X This communication proposes a study on the application of surrogate modelling for intensive simulations studies. In particular, stochastic inversion approaches, model assisted probability of detection (MAPOD) and sensitivity analysis studies are addressed. Some illustrative examples, corresponding to real applications and involving different non-destructive testing methods, are also presented. %G English %L cea-01811898 %U https://cea.hal.science/cea-01811898 %~ CEA %~ DRT %~ CEA-UPSAY %~ UNIV-PARIS-SACLAY %~ CEA-UPSAY-SACLAY %~ LIST %~ ANR %~ GS-ENGINEERING %~ GS-COMPUTER-SCIENCE %~ DIN