Miorelli Roberto

57
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Publications

Generative domain-adapted adversarial auto-encoder model for enhanced ultrasonic imaging applications

Gerardo Granados , F. Gatti , R. Miorelli , Sébastien Robert , D. Clouteau
NDT & E International, 2024, 148, 103234 (15 p.). ⟨10.1016/j.ndteint.2024.103234⟩
Article dans une revue hal-04703457 v1
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Damage detection with ultrasonic guided waves using machine learning and aggregated baselines

Vivek Nerlikar , Olivier Mesnil , Roberto Miorelli , Oscar D’almeida
Structural Health Monitoring, 2024, 23 (1), pp.443-462. ⟨10.1177/14759217231169719⟩
Article dans une revue hal-04547805 v1
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Magnetic characterisation of steel strips using transient field measurements: global sensitivity analysis and regression from a machine-learning perspective

Anastassios Skarlatos , Roberto Miorelli , Christophe Reboud , Frenk van den Berg
Inverse Problems, 2024, 40 (4), pp.045012. ⟨10.1088/1361-6420/ad2a04⟩
Article dans une revue cea-04680037 v1
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Surface temperature measurement from infrared synthetic diagnostic in preparation for ITER operations

M.-H. Aumeunier , A. Juven , J. Gerardin , C-M B Cisse , S. Pamela et al.
Nuclear Fusion, 2024, 64 (8), 086044 (8 p.). ⟨10.1088/1741-4326/ad5a1f⟩
Article dans une revue cea-04828900 v1
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Machine learning based classification of guided wave signals in the context of inter-specimen variabilities

Vivek Nerlikar , Olivier Mesnil , Roberto Miorelli , Oscar D’almeida
Lecture Notes in Civil Engineering, 2023, 270, pp.452-461. ⟨10.1007/978-3-031-07322-9_46⟩
Article dans une revue cea-04555886 v1
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Ultrasonic Defect Characterization Using the Scattering Matrix: A Performance Comparison Study of Bayesian Inversion and Machine Learning Schemas

Long Bai , Florian Le Bourdais , Roberto Miorelli , Pierre Calmon , Alexander Velichko et al.
IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2021, 68 (10), pp.3143-3155. ⟨10.1109/TUFFC.2021.3084798⟩
Article dans une revue cea-04320416 v1
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Supervised learning strategy for classification and regression tasks applied to aeronautical structural health monitoring problems

Roberto Miorelli , Andrii Kulakovskyi , Bastien Chapuis , Oscar D’almeida , Olivier Mesnil
Ultrasonics, 2021, 113, pp.106372. ⟨10.1016/j.ultras.2021.106372⟩
Article dans une revue hal-03163639 v1
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Defect sizing in guided wave imaging structural health monitoring using convolutional neural networks

Roberto Miorelli , Clément Fisher , Andrii Kulakovskyi , Bastien Chapuis , Olivier Mesnil et al.
NDT & E International, 2021, 122, pp.102480. ⟨10.1016/j.ndteint.2021.102480⟩
Article dans une revue cea-04316518 v1
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Flaw characterization in conductive media based on pulsed eddy current measurements: A fast non‐iterative inversion approach

Roberto Miorelli , Anastassios Skarlatos , Christophe Reboud
IET Science Measurement and Technology, 2021, 15 (3), pp.259-267. ⟨10.1049/smt2.12027⟩
Article dans une revue hal-04547788 v1
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A regressor-based hysteresis formulation for the magnetic characterisation of low carbon steels

Anastassios Skarlatos , A. Martínez-De-Guerenu , Roberto Miorelli , A. Lasaosa , Christophe Reboud
Physica B: Condensed Matter, 2020, 581, pp.411935. ⟨10.1016/j.physb.2019.411935⟩
Article dans une revue cea-04554359 v1
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Model-based sensitivity analysis of nondestructive testing systems using machine learning algorithms

Jethro Nagawkar , Leifur Leifsson , Roberto Miorelli , Pierre Calmon
Lecture Notes in Computer Science, 2020, Lecture Notes in Computer Science, 12141, pp.71-83. ⟨10.1007/978-3-030-50426-7_6⟩
Article dans une revue cea-04555898 v1

Optimization algorithms for ultrasonic array Imaging in homogeneous anisotropic steel components with unknown properties

Corentin Ménard , Sebastien Robert , Roberto Miorelli , Dominique Lesselier
NDT & E International, 2020, 116, pp.102327. ⟨10.1016/j.ndteint.2020.102327⟩
Article dans une revue hal-02475497 v1

A nonlinear Kernel-based adaptive learning-by-examples method for robust NDT/NDE of conductive tubes

Marco Salucci , Nicola Anselmi , Giacomo Oliveri , Paolo Rocca , Shamim Ahmed et al.
Journal of Electromagnetic Waves and Applications, 2019, 33 (6), pp.669-696. ⟨10.1080/09205071.2019.1572546⟩
Article dans une revue hal-02082846 v1
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A machine learning approach for classification tasks of ECT signals in steam generator tubes nearby support plate

Roberto Miorelli , Anastassios Skarlatos , Christophe Reboud
AIP Conference Proceedings, 2019, 38, pp.090004. ⟨10.1063/1.5099822⟩
Article dans une revue cea-04556741 v1
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Automatic defect localization and characterization through machine learning based inversion for guided wave imaging in SHM

Roberto Miorelli , Andrii Kulakovskyi , Olivier Mesnil , Oscar D’almeida
AIP Conference Proceedings, 2019, Volume 2102: 45th Annual Review of Progress in Quantitative Nondestructive Evaluation, 2102, pp.050005. ⟨10.1063/1.5099771⟩
Article dans une revue cea-04555919 v1
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Use of meta-modelling for identification and interpolation of parametric hysteresis models applied to the characterization of carbon steels

Anastassios Skarlatos , A. Martínez-De-Guerenu , Roberto Miorelli , A. Lasaosa , Christophe Reboud
Physica B: Condensed Matter, 2018, 549, pp.122-126. ⟨10.1016/j.physb.2017.11.053⟩
Article dans une revue cea-01845381 v1
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Metamodel-based Markov-Chain-Monte-Carlo parameter inversion applied in eddy current flaw characterization

Caifang Cai , Roberto Miorelli , Marc Lambert , Thomas Rodet , Dominique Lesselier et al.
NDT & E International, 2018, 99, pp.13-22. ⟨10.1016/j.ndteint.2018.02.004⟩
Article dans une revue hal-01634071 v1
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An efficient adaptive database sampling strategy with applications to eddy current signals

Roberto Miorelli , Xavier Artusi , Christophe Reboud
Simulation Modelling Practice and Theory, 2018, 80, pp.75-88. ⟨10.1016/j.simpat.2017.10.003⟩
Article dans une revue hal-04547779 v1

Real-Time Flaw Characterization Through Learning-by-Examples Techniques: A Comparative Study Applied to ECT

Shamim Ahmed , Roberto Miorelli , Marco Salucci , Andrea Massa
Studies in Applied Electromagnetics and Mechanics, 2017, 42, pp.228-235. ⟨10.3233/978-1-61499-767-2-228⟩
Article dans une revue hal-01774317 v1

Real time groove characterization combining partial least squares and SVR strategies: application to eddy current testing

Shamim Ahmed , Marco Salucci , Roberto Miorelli , Anselmi Nicola , Giacomo Oliveri et al.
Journal of Physics: Conference Series, 2017, 904, ⟨10.1088/1742-6596/904/1/012017⟩
Article dans une revue hal-01767358 v1

Real-Time NDT-NDE Through an Innovative Adaptive Partial Least Squares SVR Inversion Approach

Marco Salucci , Nicola Anselmi , Giacomo Oliveri , Pierre Calmon , Roberto Miorelli et al.
IEEE Transactions on Antennas and Propagation, 2016, 54 (11), pp.6818 - 6832. ⟨10.1109/TGRS.2016.2591439⟩
Article dans une revue hal-01570179 v1
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Coupled approach VIM-BEM for efficient modeling of ECT signal due to narrow cracks and volumetric flaws in planar layered media

Roberto Miorelli , Christophe Reboud , Theodoros Theodoulidis , John Martinos , Nikolaos Poulakis et al.
NDT & E International, 2014, 62, pp.178-183. ⟨10.1016/j.ndteint.2013.12.013⟩
Article dans une revue hal-00927173 v1

Simulation of pulsed eddy current testing via surrogate models

Roberto Miorelli , Anthony Dubois , Sandor Bilicz , Theodoros Theodoulidis , Christophe Reboud
Studies in Applied Electromagnetics and Mechanics, 2014, Volume 39: Electromagnetic Nondestructive Evaluation (XVII), 39, pp.120-127. ⟨10.3233/978-1-61499-407-7-120⟩
Article dans une revue cea-01839988 v1
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Efficient modeling of ECT signals for realistic cracks in layered half-space

Roberto Miorelli , Christophe Reboud , Theodoros Theodoulidis , Nikolaos Poulakis , Dominique Lesselier
IEEE Transactions on Magnetics, 2013, 49 (6), pp.2886-2892. ⟨10.1109/TMAG.2012.2236102⟩
Article dans une revue hal-00767065 v1

Eddy current modeling of narrow cracks in planar-layered metal structures

Roberto Miorelli , Christophe Reboud , Dominique Lesselier , Theodoros Theodoulidis
IEEE Transactions on Magnetics, 2012, 48 (10), pp.2551-2559. ⟨10.1109/TMAG.2012.2197403⟩
Article dans une revue hal-00742058 v1

Deep-learning-based surrogate model of laser-induced elastic wave propagation in metallic microstructures with elongated grains

Frédéric Allaire , Filippo Gatti , Roberto Miorelli , Vincent Dorval , Jérôme Laurent
6th International Workshop on Laser-Ultrasound for Metals, SWERIM, May 2024, Kista, Sweden
Communication dans un congrès hal-04546091 v1
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A Neural Style Transfer Data Augmentation Strategy as Applied to Total Focusing Method Images: A Classification Task Perspective

Roberto Miorelli , Léonard Le Jeune , Steve Mahaut , Souad Bannouf
QNDE2024 - 51st Annual Review of Progress in Quantitative Nondestructive Evaluation, Jul 2024, Denver, United States. pp.203481, ⟨10.1115/QNDE2024-135274⟩
Communication dans un congrès irsn-04888561 v1

X-Ray images augmented with simulated virtual flaws for deep learning based defect detections

Roberto Miorelli , Anthony Touron , Julie Escoda , Souad Bannouf , Edouard Demaldent
51st Annual Review of Progress in Quantitative Nondestructive Evaluation, QNDE 2024, Jul 2024, Denver, United States. pp.6, ⟨10.1115/QNDE2024-135271⟩
Communication dans un congrès hal-04888897 v1
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A deep learning framework for efficient global sensitivity analysis and SHAP values calculations applied to eddy current testing problems

Gerardo Granados , Roberto Miorelli , Filippo Gatti , Didier Clouteau
QNDE, Jul 2023, Austin, TX, United States. ⟨10.1115/QNDE2023-118352⟩
Communication dans un congrès hal-04250590 v1
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How the EU project "Online Microstructure Analytics" advances inline sensing of microstructure during steel manufacturing

Frenk van den Berg , Maxim Aarnts , Haibing Yang , Stefan Melzer , Danique Fintelman et al.
European Conference on Non-Destructive Testing (ECNDT), Jul 2023, Lisbonne, Portugal
Communication dans un congrès hal-04195819 v1
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Simulation and AI, two complementary tools for NDE4.0

Pierre Calmon , Stéphane Leberre , Christophe Reboud , Roberto Miorelli , Olivier Mesnil
International Conference on NDE4.0, Oct 2022, Berlin, Germany
Communication dans un congrès hal-04520718 v1
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Temperature estimation in fusion devices using machine learning techniques on infrared specular synthetic data

Alexis Juven , Marie-Helene Aumeunier , Romain Brunet , Mickael Le Bohec , Mouloud Adel et al.
IVMSP 2022 - IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop, Jun 2022, Nafplio, Greece. ⟨10.1109/IVMSP54334.2022.9816270⟩
Communication dans un congrès cea-04555865 v1

Ultrasonic array imaging in anisotropic steel components with unknown properties using optimization agorithms

Corentin Ménard , Sebastien Robert , Roberto Miorelli , Dominique Lesselier
73nd International Institute of Welding Annual Assembly, International Institute of Welding, Jul 2020, Singapour, Singapore
Communication dans un congrès hal-02908543 v1
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Innovative machine learning approaches for nondestructive evaluation of materials

Roberto Miorelli , Christophe Reboud , Marco Salucci
EuCAP 2019 - 13th European Conference on Antennas and Propagation, Mar 2019, Cracovie, Poland
Communication dans un congrès cea-04555968 v1
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Model Assisted Probability of Detection for Guided Wave Imaging Structural Health Monitoring

Pierre Calmon , Olivier Mesnil , Roberto Miorelli , Xavier Artusi , Bastien Chapuis et al.
Structural Health Monitoring 2019, Sep 2019, Stanford, United States. ⟨10.12783/shm2019/32190⟩
Communication dans un congrès hal-03246884 v2

Model-based source optimisation for eddy-current thermography in planar specimens using meta-modelling

Roberto Miorelli , Anastassios Skarlatos , Christophe Reboud , Almpion Ratsakou , Dominique Lesselier
22nd International Conference on the Computation of Electromagnetic Fields, International Compumag Society, Jul 2019, Paris, France. pp.ID-790
Communication dans un congrès hal-02074981 v1
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Simulation-based performances assessment of FMC-TFM array imaging techniques

Pierre Calmon , Florian Le Bourdais , Xavier Artusi , Roberto Miorelli , Stéphane Leberre
ECNDT 2018 - 12th European Conference on Non-Destructive Testing, Jun 2018, Göteborg, Sweden
Communication dans un congrès hal-04411666 v1

Advanced statistical learning method for multi-physics NDT-NDE

Shamim Ahmed , Pierre Calmon , Roberto Miorelli , Christophe Reboud , Andrea Massa
8th International Conference on New Computational Methods for Inverse Problems (NCMIP 2018), May 2018, Cachan, France. 012012 (7 p.), ⟨10.1088/1742-6596/1131/1/012012⟩
Communication dans un congrès hal-01962666 v1

Simulation-based performances assessment of FMC-TFM array imaging techniques

Pierre Calmon , Xavier Artusi , Roberto Miorelli , Florian Le Bourdais , Stéphane Leberre
12th European Conference on Non-Destructive Testing (ECNDT 2018), EFNDT, Jun 2018, Gothenburg, Sweden
Communication dans un congrès hal-04520620 v1

Simulation-based POD study for welded pipe inspection

Guillemette Ribay , Bastien Chapuis , Olivier Mesnil , Roberto Miorelli , Antoine Rouhan et al.
12th European Conference on Non-Destructive Testing, Jun 2018, Gothenburg, Sweden. 22947 (3 p.)
Communication dans un congrès hal-04555795 v1
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Model based inversion strategy dedicated to non-destructive testing applications

Christophe Reboud , Roberto Miorelli , Florian Le Bourdais , Xavier Artusi , Pierre Calmon
EuCAP 2018 - 12th European Conference on Antennas and Propagation, EurAAP, Apr 2018, Londres, United Kingdom. ⟨10.1049/cp.2018.0833⟩
Communication dans un congrès hal-04411735 v1

Real-time crack characterization in conductive tubes through an adaptive partial least squares approach

Marco Salucci , Shamim Ahmed , Nicola Anselmi , Giacomo Oliveri , Pierre Calmon et al.
2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, IEEE, Jul 2017, San Diego, United States. pp.21-22, ⟨10.1109/APUSNCURSINRSM.2017.8072053⟩
Communication dans un congrès hal-01767569 v1
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Assessing Performance of Flaw Characterization Methods through Uncertainty Propagation

Roberto Miorelli , Florian Le Bourdais , Xavier Artusi
44TH ANNUAL REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, Jul 2017, Provo, United States. pp.170001, ⟨10.1063/1.5031625⟩
Communication dans un congrès hal-04411598 v1

Real time groove characterization combining partial least squares and SVR strategies: application to eddy current testing

Shamim Ahmed , Marco Salucci , Roberto Miorelli , Nicola Anselmi , Giacomo Oliveri et al.
International Workshop on New Computational Methods for Inverse Problems (NCMIP 2017), Jun 2017, Cachan, France
Communication dans un congrès hal-01768554 v1

Real-time flaw characterization through learning-by-examples techniques: a comparative study applied to ECT

Shamim Ahmed , Roberto Miorelli , Marco Salucci , Andrea Massa
21th International Workshop on Electromagnetic Nondestructive Evaluation (ENDE’16) , Sep 2016, Lisbon, Portugal
Communication dans un congrès hal-01774236 v1

A learning-by-examples approach for non-destructive localization and characterization of defects through eddy current testing measurements

Marco Salucci , Giacomo Oliveri , Federico Viani , Roberto Miorelli , Christophe Reboud et al.
2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, Jul 2015, Vancouver, Canada. ⟨10.1109/APS.2015.7304837⟩
Communication dans un congrès hal-01264448 v1

Semi-analytical solution to the 2014 eddy current benchmark problem

Roberto Miorelli , Christophe Reboud , Charitini Voulgaraki , Nikolaos Poulakis , Theodoros Theodoulidis
41st annual review of progress in quantitative nondestructive evaluation, vol 34, Jul 2014, Boise, United States. pp.1826-1833, ⟨10.1063/1.4914808⟩
Communication dans un congrès cea-01852420 v1

SVR-based inversion of eddy current probe impedance data for crack reconstruction within complex structures

Andrea Massa , Giacomo Oliveri , Marco Salucci , Lorenza Tenuti , Pierre Calmon et al.
Proc. URSI-France 2015 Scientific Days “Probing matter with Electromagnetic Waves”, Mar 2015, Paris, France
Communication dans un congrès hal-01264427 v1

BEM modeling for ECT simulation of complex narrow cracks in multilayered structures

Roberto Miorelli , Christophe Reboud , Theodoros Theodoulidis , Dominique Lesselier
REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, Jul 2012, Denver, United States. pp.441-448, ⟨10.1063/1.4789081⟩
Communication dans un congrès hal-00821796 v1

ECT simulation of complex narrow cracks in planar multi-layered structures

Roberto Miorelli , Christophe Reboud , Dominique Lesselier , Nikolaos Poulakis , Theodoros Theodoulidis
17th International Workshop on Electromagnetic Non-Destructive Evaluation, Jul 2012, Rio de Janeiro, Brazil. pp.ENDE Abstracts
Communication dans un congrès hal-00766538 v1

Modélisation du contrôle non destructif par courants de Foucault d'entailles de très faible ouverture

Roberto Miorelli , Christophe Reboud , Dominique Lesselier , Theodoros Theodoulidis
Assemblée générale biannuelle du GDR ONDES - Interférences d'Ondes, Oct 2011, Nice, France
Communication dans un congrès hal-00640478 v1

Semi-analytical simulation of eddy current testing signals due to narrow cracks embedded in a multilayered planar medium

Roberto Miorelli , Christophe Reboud , Dominique Lesselier , Theodoros Theodoulidis
The 29th PIERS 2011 in Marrakesh, Mar 2011, Marrakesh, Morocco. pp.369
Communication dans un congrès hal-00638324 v1

Fast simulation method of multiple narrow cracks in planar stratified media

Roberto Miorelli , Christophe Reboud , Dominique Lesselier , Theodoros Theodoulidis
16th International Workshop on Electromagnetic Non-Destructive Evaluation (ENDE'11), Mar 2011, Madras (Chennai), France. pp.CD-ROM
Communication dans un congrès hal-00640488 v1
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Deep learning techniques for non-destructive testing and evaluation

Roberto Miorelli , Anastassios Skarlatos , Caroline Vienne , Christophe Reboud , Pierre Calmon
Maokun Li; Marco Salucci. Applications of deep learning in electromagnetics: Teaching Maxwell's equations to machines, Scitech Publishing, pp.99-143, 2022, 978-1839535895. ⟨10.1049/SBEW563E⟩
Chapitre d'ouvrage cea-04316587 v1

ECT simulation of complex narrow cracks in planar multi-layered structures

Roberto Miorelli , Christophe Reboud , Dominique Lesselier , Nikolaos Poulakis , Theodoros Theodoulidis
J. M.A. Rebello, F. Kojima, T. Chady. Electromagnetic Non-Destructive Evaluation (XVI), 38, IOS Press, pp.103-110, 2014, Studies in Applied Electromagnetics and Mechanics, 978-1-61499-353-7;978-1-61499-354-4. ⟨10.3233/978-1-61499-354-4-103⟩
Chapitre d'ouvrage hal-01102995 v1

Fast simulation method of multiple narrow cracks in planar stratified media

Roberto Miorelli , Christophe Reboud , Dominique Lesselier , Theodoros Theodoulidis
B. Rao and T. Jayakumar and K. Balasubramanian and B. Raj. Electromagnetic Non-Destructive Evaluation (XV), 36, IOS Press, pp.11-18, 2012, Studies in Applied Electromagnetics and Mechanics, ⟨10.3233/978-1-60750-968-4-11⟩
Chapitre d'ouvrage hal-00742860 v1