Miorelli Roberto

Publications

Article dans une revue (26)

Metamodeling elastic wave propagation using a mixed factorized Fourier encoder-decoder for online laser-ultrasound testing in additive manufacturing Frédéric Allaire,Filippo Gatti,Roberto Miorelli,Vincent Dorval,Jérôme Laurent Engineering Applications of Artificial Intelligence, 2025, 160 (Part C), pp.111893. ⟨10.1016/j.engappai.2025.111893⟩ Article dans une revue hal-05011076v2
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-04703457v1
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-04547805v1
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-04680037v1
Surface temperature measurement from infrared synthetic diagnostic in preparation for ITER operations M.-H. Aumeunier,A. Juven,J. Gerardin,C-M B Cisse,S. Pamelaet al. Nuclear Fusion, 2024, 64 (8), 086044 (8 p.). ⟨10.1088/1741-4326/ad5a1f⟩ Article dans une revue cea-04828900v1
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-04555886v1
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 Velichkoet 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-04320416v1
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-03163639v1
Defect sizing in guided wave imaging structural health monitoring using convolutional neural networks Roberto Miorelli,Clément Fisher,Andrii Kulakovskyi,Bastien Chapuis,Olivier Mesnilet al. NDT & E International, 2021, 122, pp.102480. ⟨10.1016/j.ndteint.2021.102480⟩ Article dans une revue cea-04316518v1
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-04547788v1
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-04555898v1
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-04554359v1
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-02475497v1
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 Ahmedet al. Journal of Electromagnetic Waves and Applications, 2019, 33 (6), pp.669-696. ⟨10.1080/09205071.2019.1572546⟩ Article dans une revue hal-02082846v1
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-04556741v1
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-04555919v1
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-01845381v1
Metamodel-based Markov-Chain-Monte-Carlo parameter inversion applied in eddy current flaw characterization Caifang Cai,Roberto Miorelli,Marc Lambert,Thomas Rodet,Dominique Lesselieret al. NDT & E International, 2018, 99, pp.13-22. ⟨10.1016/j.ndteint.2018.02.004⟩ Article dans une revue hal-01634071v1
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-04547779v1
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-01774317v1
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 Oliveriet al. Journal of Physics: Conference Series, 2017, 904, ⟨10.1088/1742-6596/904/1/012017⟩ Article dans une revue hal-01767358v1
Real-Time NDT-NDE Through an Innovative Adaptive Partial Least Squares SVR Inversion Approach Marco Salucci,Nicola Anselmi,Giacomo Oliveri,Pierre Calmon,Roberto Miorelliet al. IEEE Transactions on Antennas and Propagation, 2016, 54 (11), pp.6818 - 6832. ⟨10.1109/TGRS.2016.2591439⟩ Article dans une revue hal-01570179v1
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 Poulakiset al. NDT & E International, 2014, 62, pp.178-183. ⟨10.1016/j.ndteint.2013.12.013⟩ Article dans une revue hal-00927173v1
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-01839988v1
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-00767065v1
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-00742058v1

Communication dans un congrès (28)

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-04546091v1
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-04888561v1
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-04888897v1
How the EU project &quot;Online Microstructure Analytics&quot; advances inline sensing of microstructure during steel manufacturing Frenk van den Berg,Maxim Aarnts,Haibing Yang,Stefan Melzer,Danique Fintelmanet al. European Conference on Non-Destructive Testing (ECNDT), Jul 2023, Lisbonne, Portugal Communication dans un congrès hal-04195819v1
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-04250590v1
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 Adelet 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-04555865v1
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-04520718v1
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-02908543v1
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-04555968v1
Model Assisted Probability of Detection for Guided Wave Imaging Structural Health Monitoring Pierre Calmon,Olivier Mesnil,Roberto Miorelli,Xavier Artusi,Bastien Chapuiset al. Structural Health Monitoring 2019, Sep 2019, Stanford, United States. ⟨10.12783/shm2019/32190⟩ Communication dans un congrès hal-03246884v2
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-02074981v1
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-04411666v1
Simulation-based POD study for welded pipe inspection Guillemette Ribay,Bastien Chapuis,Olivier Mesnil,Roberto Miorelli,Antoine Rouhanet al. 12th European Conference on Non-Destructive Testing, Jun 2018, Gothenburg, Sweden. 22947 (3 p.) Communication dans un congrès hal-04555795v1
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-04520620v1
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-01962666v1
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-04411735v1
Real-time crack characterization in conductive tubes through an adaptive partial least squares approach Marco Salucci,Shamim Ahmed,Nicola Anselmi,Giacomo Oliveri,Pierre Calmonet 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-01767569v1
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-04411598v1
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 Oliveriet al. International Workshop on New Computational Methods for Inverse Problems (NCMIP 2017), Jun 2017, Cachan, France Communication dans un congrès hal-01768554v1
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-01774236v1
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 Reboudet 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-01264448v1
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-01852420v1
SVR-based inversion of eddy current probe impedance data for crack reconstruction within complex structures Andrea Massa,Giacomo Oliveri,Marco Salucci,Lorenza Tenuti,Pierre Calmonet al. Proc. URSI-France 2015 Scientific Days “Probing matter with Electromagnetic Waves”, Mar 2015, Paris, France Communication dans un congrès hal-01264427v1
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-00821796v1
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-00766538v1
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-00640478v1
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-00640488v1
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-00638324v1

Poster de conférence (1)

Deep-learning-based surrogate modeling of laser-ultrasound testing for additive manufacturing Frédéric Allaire,Jérôme Laurent,Roberto Miorelli,Filippo Gatti,Vincent Dorval List Days Conference, Jun 2024, Saclay, France Poster de conférence hal-05479967v1

Chapitre d'ouvrage (3)

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-04316587v1
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-01102995v1
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-00742860v1