
Miorelli Roberto
57
Documents
Publications
Publications
Deep-learning-based surrogate model of laser-induced elastic wave propagation in metallic microstructures with elongated grains6th International Workshop on Laser-Ultrasound for Metals, SWERIM, May 2024, Kista, Sweden
Communication dans un congrès
hal-04546091
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A Neural Style Transfer Data Augmentation Strategy as Applied to Total Focusing Method Images: A Classification Task PerspectiveQNDE2024 - 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
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X-Ray images augmented with simulated virtual flaws for deep learning based defect detections51st 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
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A deep learning framework for efficient global sensitivity analysis and SHAP values calculations applied to eddy current testing problemsQNDE, Jul 2023, Austin, TX, United States. ⟨10.1115/QNDE2023-118352⟩
Communication dans un congrès
hal-04250590
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How the EU project "Online Microstructure Analytics" advances inline sensing of microstructure during steel manufacturingEuropean Conference on Non-Destructive Testing (ECNDT), Jul 2023, Lisbonne, Portugal
Communication dans un congrès
hal-04195819
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Simulation and AI, two complementary tools for NDE4.0International Conference on NDE4.0, Oct 2022, Berlin, Germany
Communication dans un congrès
hal-04520718
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Temperature estimation in fusion devices using machine learning techniques on infrared specular synthetic dataIVMSP 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
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Ultrasonic array imaging in anisotropic steel components with unknown properties using optimization agorithms73nd International Institute of Welding Annual Assembly, International Institute of Welding, Jul 2020, Singapour, Singapore
Communication dans un congrès
hal-02908543
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Innovative machine learning approaches for nondestructive evaluation of materialsEuCAP 2019 - 13th European Conference on Antennas and Propagation, Mar 2019, Cracovie, Poland
Communication dans un congrès
cea-04555968
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Model Assisted Probability of Detection for Guided Wave Imaging Structural Health MonitoringStructural Health Monitoring 2019, Sep 2019, Stanford, United States. ⟨10.12783/shm2019/32190⟩
Communication dans un congrès
hal-03246884
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Model-based source optimisation for eddy-current thermography in planar specimens using meta-modelling22nd International Conference on the Computation of Electromagnetic Fields, International Compumag Society, Jul 2019, Paris, France. pp.ID-790
Communication dans un congrès
hal-02074981
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Simulation-based performances assessment of FMC-TFM array imaging techniquesECNDT 2018 - 12th European Conference on Non-Destructive Testing, Jun 2018, Göteborg, Sweden
Communication dans un congrès
hal-04411666
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Advanced statistical learning method for multi-physics NDT-NDE8th 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
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Simulation-based performances assessment of FMC-TFM array imaging techniques12th European Conference on Non-Destructive Testing (ECNDT 2018), EFNDT, Jun 2018, Gothenburg, Sweden
Communication dans un congrès
hal-04520620
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Simulation-based POD study for welded pipe inspection12th European Conference on Non-Destructive Testing, Jun 2018, Gothenburg, Sweden. 22947 (3 p.)
Communication dans un congrès
hal-04555795
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Model based inversion strategy dedicated to non-destructive testing applicationsEuCAP 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
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Real-time crack characterization in conductive tubes through an adaptive partial least squares approach2017 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
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Assessing Performance of Flaw Characterization Methods through Uncertainty Propagation44TH 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
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Real time groove characterization combining partial least squares and SVR strategies: application to eddy current testingInternational Workshop on New Computational Methods for Inverse Problems (NCMIP 2017), Jun 2017, Cachan, France
Communication dans un congrès
hal-01768554
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Real-time flaw characterization through learning-by-examples techniques: a comparative study applied to ECT21th International Workshop on Electromagnetic Nondestructive Evaluation (ENDE’16) , Sep 2016, Lisbon, Portugal
Communication dans un congrès
hal-01774236
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A learning-by-examples approach for non-destructive localization and characterization of defects through eddy current testing measurements 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
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Semi-analytical solution to the 2014 eddy current benchmark problem41st 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
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SVR-based inversion of eddy current probe impedance data for crack reconstruction within complex structuresProc. URSI-France 2015 Scientific Days “Probing matter with Electromagnetic Waves”, Mar 2015, Paris, France
Communication dans un congrès
hal-01264427
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BEM modeling for ECT simulation of complex narrow cracks in multilayered structuresREVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, Jul 2012, Denver, United States. pp.441-448, ⟨10.1063/1.4789081⟩
Communication dans un congrès
hal-00821796
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ECT simulation of complex narrow cracks in planar multi-layered structures17th International Workshop on Electromagnetic Non-Destructive Evaluation, Jul 2012, Rio de Janeiro, Brazil. pp.ENDE Abstracts
Communication dans un congrès
hal-00766538
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Modélisation du contrôle non destructif par courants de Foucault d'entailles de très faible ouvertureAssemblée générale biannuelle du GDR ONDES - Interférences d'Ondes, Oct 2011, Nice, France
Communication dans un congrès
hal-00640478
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Semi-analytical simulation of eddy current testing signals due to narrow cracks embedded in a multilayered planar mediumThe 29th PIERS 2011 in Marrakesh, Mar 2011, Marrakesh, Morocco. pp.369
Communication dans un congrès
hal-00638324
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Fast simulation method of multiple narrow cracks in planar stratified media16th International Workshop on Electromagnetic Non-Destructive Evaluation (ENDE'11), Mar 2011, Madras (Chennai), France. pp.CD-ROM
Communication dans un congrès
hal-00640488
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Metamodeling elastic wave propagation using a mixed factorized Fourier encoder-decoder for online laser-ultrasound testing in additive manufacturing2024
Pré-publication, Document de travail
hal-05011076
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Deep learning techniques for non-destructive testing and evaluationMaokun 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
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ECT simulation of complex narrow cracks in planar multi-layered structuresJ. 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
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Fast simulation method of multiple narrow cracks in planar stratified mediaB. 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
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