Database generation and exploitation for efficient and intensive simulation studies
| Autor: | Xavier Artusi, Christophe Reboud, Roberto Miorelli, Anis Ben Abdessalem |
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| Přispěvatelé: | Département Imagerie et Simulation pour le Contrôle ( DISC ), Laboratoire d'Intégration des Systèmes et des Technologies ( LIST ), Commissariat à l'énergie atomique et aux énergies alternatives ( CEA ) -Université Paris-Saclay-Commissariat à l'énergie atomique et aux énergies alternatives ( CEA ) -Université Paris-Saclay, Bond L.J., Chimenti D.E., ANR-13-MONU-0011,ByPASS,Méthodes Bayesiennes pour le diagnostic et la Probabilité de détection Assistée par la Simulation ( 2013 ), Département Imagerie et Simulation pour le Contrôle (DISC), Laboratoire d'Intégration des Systèmes et des Technologies (LIST), Direction de Recherche Technologique (CEA) (DRT (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Direction de Recherche Technologique (CEA) (DRT (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay, ANR-13-MONU-0011,ByPASS,Méthodes Bayesiennes pour le diagnostic et la Probabilité de détection Assistée par la Simulation(2013), Laboratoire d'Intégration des Systèmes et des Technologies (LIST (CEA)) |
| Rok vydání: | 2016 |
| Předmět: |
[PHYS]Physics [physics]
010302 applied physics [ PHYS ] Physics [physics] [ INFO ] Computer Science [cs] Computer science 020206 networking & telecommunications 02 engineering and technology computer.software_genre 01 natural sciences Statistical power 0103 physical sciences 0202 electrical engineering electronic engineering information engineering [INFO]Computer Science [cs] Sensitivity (control systems) Data mining Stochastic inversion computer Simulation |
| Zdroj: | 42ND ANNUAL REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION: Incorporating the 6th European-American Workshop on Reliability of NDE Bond L.J., Chimenti D.E. 42ND ANNUAL REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION: Incorporating the 6th European-American Workshop on Reliability of NDE, Jul 2015, Minneapolis, United States. American Institute of Physics Inc., 1706, 2016, AIP Conference Proceedings. 〈10.1063/1.4940632〉 42nd annual review of progress in quantitative nondestructive evaluation: Incorporating the 6th European-American Workshop on Reliability of NDE 42nd annual review of progress in quantitative nondestructive evaluation: Incorporating the 6th European-American Workshop on Reliability of NDE, Jul 2015, Minneapolis, United States. ⟨10.1063/1.4940632⟩ |
| ISSN: | 0094-243X |
| DOI: | 10.1063/1.4940632 |
| Popis: | 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; International audience; 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. |
| Databáze: | OpenAIRE |
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