Miorelli Roberto
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 |
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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⟩ |
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⟩ |
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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⟩ |
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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 |
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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⟩ |
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Simulation and AI, two complementary tools for NDE4.0International Conference on NDE4.0, Oct 2022, Berlin, Germany |
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 |
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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 |
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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⟩ |
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 |
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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 |
Simulation-based POD study for welded pipe inspection12th European Conference on Non-Destructive Testing, Jun 2018, Gothenburg, Sweden. 22947 (3 p.) |
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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 |
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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⟩ |
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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⟩ |
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⟩ |
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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⟩ |
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 |
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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 |
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A learning-by-examples approach for non-destructive localization and characterization of defects through eddy current testing measurements2015 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, Jul 2015, Vancouver, Canada. ⟨10.1109/APS.2015.7304837⟩ |
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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⟩ |
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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 |
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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⟩ |
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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 |
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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 |
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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 |
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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 |
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Deep-learning-based surrogate modeling of laser-ultrasound testing for additive manufacturingList Days Conference, Jun 2024, Saclay, France |
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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⟩ |
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⟩ |
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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⟩ |