| 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 | 86 | 2016 |
| 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 | 59 | 2021 |
| 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 | 50 | 2012 |
| 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 | 49 | 2012 |
| 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 | 47 | 2021 |
| 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 | 28 | 2016 |
| 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 | 26 | 2020 |
| 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 | 26 | 2020 |
| 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 | 25 | 2019 |
| 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 | 23 | 2021 |
| 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 | 23 | 2014 |
| 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 | 20 | 2018 |
| 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 | 19 | 2019 |
| 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 | 18 | 2024 |
| 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 | 14 | 2018 |
| 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 | 13 | 2017 |
| 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 | 12 | 2017 |
| 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 | 11 | 2018 |
| 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 | 10 | 2023 |
Dominique LesselierLaboratoire des Signaux et Systèmes UMR8506 (CNRS-CentraleSupélec-Université Paris-Sud), Université Paris-Saclay在 l2s.centralesupelec.fr 的电子邮件经过验证
