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R. Miorelli
R. Miorelli
Université Paris-Saclay, CEA, List
没有经过验证的电子邮件地址
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Real-Time NDT-NDE Through an Innovative Adaptive Partial Least Squares SVR Inversion Approach
M Salucci, N Anselmi, G Oliveri, P Calmon, R Miorelli, C Reboud, ...
IEEE Transactions on Geoscience and Remote Sensing 54 (11), 6818-6832, 2016
862016
Defect sizing in guided wave imaging structural health monitoring using convolutional neural networks
R Miorelli, C Fisher, A Kulakovskyi, B Chapuis, O Mesnil, O D’Almeida
NDT & E International 122, 102480, 2021
592021
Efficient modeling of ECT signals for realistic cracks in layered half-space
R Miorelli, C Reboud, T Theodoulidis, N Poulakis, D Lesselier
IEEE transactions on magnetics 49 (6), 2886-2892, 2012
502012
Eddy current modeling of narrow cracks in planar-layered metal structures
R Miorelli, C Reboud, D Lesselier, T Theodoulidis
IEEE Transactions on Magnetics 48 (10), 2551-2559, 2012
492012
Supervised learning strategy for classification and regression tasks applied to aeronautical structural health monitoring problems
R Miorelli, A Kulakovskyi, B Chapuis, O D’almeida, O Mesnil
Ultrasonics 113, 106372, 2021
472021
Database generation and exploitation for efficient and intensive simulation studies
R Miorelli, X Artusi, AB Abdessalem, C Reboud
AIP Conference Proceedings 1706 (1), 180002, 2016
282016
Optimization algorithms for ultrasonic array imaging in homogeneous anisotropic steel components with unknown properties
C Ménard, S Robert, R Miorelli, D Lesselier
NDT & E International 116, 102327, 2020
262020
Optimization algorithms for ultrasonic array Imaging in homogeneous anisotropic steel components with unknown properties
C Ménard, S Robert, R Miorelli, D Lesselier
NDT & E International 116, 102327, 2020
262020
A nonlinear Kernel-based adaptive learning-by-examples method for robust NDT/NDE of conductive tubes
M Salucci, N Anselmi, G Oliveri, P Rocca, S Ahmed, P Calmon, R Miorelli, ...
Journal of Electromagnetic Waves and Applications 33 (6), 669-696, 2019
252019
Ultrasonic Defect Characterization Using the Scattering Matrix: A Performance Comparison Study of Bayesian Inversion and Machine Learning Schemas
L Bai, F Le Bourdais, R Miorelli, P Calmon, A Velichko, BW Drinkwater
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 68 …, 2021
232021
Coupled approach VIM–BEM for efficient modeling of ECT signal due to narrow cracks and volumetric flaws in planar layered media
R Miorelli, C Reboud, T Theodoulidis, J Martinos, N Poulakis, D Lesselier
NDT & E International 62, 178-183, 2014
232014
Metamodel-based Markov-Chain-Monte-Carlo parameter inversion applied in eddy current flaw characterization
C Cai, R Miorelli, M Lambert, T Rodet, D Lesselier, PE Lhuillier
NDT & E International 99, 13-22, 2018
202018
An adaptive sampling strategy for quasi real time crack characterization on eddy current testing signals
S Ahmed, C Reboud, PE Lhuillier, P Calmon, R Miorelli
NDT & E International 103, 154-165, 2019
192019
Damage detection with ultrasonic guided waves using machine learning and aggregated baselines
V Nerlikar, O Mesnil, R Miorelli, O D’Almeida
Structural Health Monitoring 23 (1), 443-462, 2024
182024
Towards a multi-fidelity deep learning framework for a fast and realistic generation of ultrasonic multi-modal Total Focusing Method images in complex geometries
GE Granados, R Miorelli, F Gatti, S Robert, D Clouteau
NDT & E International 139, 102906, 2023
18*2023
An efficient adaptive database sampling strategy with applications to eddy current signals
R Miorelli, X Artusi, C Reboud
Simulation Modelling Practice and Theory 80, 75-88, 2018
142018
Real time groove characterization combining partial least squares and SVR strategies: application to eddy current testing
S Ahmed, M Salucci, R Miorelli, N Anselmi, G Oliveri, P Calmon, ...
Journal of Physics: Conference Series 904 (1), 012017, 2017
132017
Real-time flaw characterization through learning-by-examples techniques: a comparative study applied to ECT
S Ahmed, R Miorelli, M Salucci, A Massa
Electromagnetic Nondestructive Evaluation (XX), 228-235, 2017
122017
Real time flaw detection and characterization in tube through partial least squares and SVR: Application to eddy current testing
S Ahmed, R Miorelli, P Calmon, N Anselmi, M Salucci
AIP conference proceedings 1949 (1), 2018
112018
A deep learning framework for efficient global sensitivity analysis and SHAP values calculations applied to eddy current testing problems
GE Granados, R Miorelli, F Gatti, D Clouteau
50th Annual Review of Progress in Quantitative Nondestructive Evaluation …, 2023
102023
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