Roberto Miorelli

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

Marco Salucci, Nicola Anselmi, Giacomo Oliveri et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 85 citations

Engineering, Machine Learning, Fault Forecasting +23

Defect sizing in guided wave imaging structural health monitoring using convolutional neural networks

Roberto Miorelli, Clément Fisher, Andrii Kulakovskyi et al. · NDT & E International · 2021 · 70 citations · Full text

Convolutional Neural Network, Engineering, Health Sciences +10

Damage detection with ultrasonic guided waves using machine learning and aggregated baselines

Vivek Nerlikar, Olivier Mesnil, Roberto Miorelli et al. · Structural Health Monitoring · 2023 · 51 citations · Full text

Engineering, Machine Learning, Well Diagnostics +16

Supervised learning strategy for classification and regression tasks applied to aeronautical structural health monitoring problems

Roberto Miorelli, Andrii Kulakovskyi, Bastien Chapuis et al. · Ultrasonics · 2021 · 44 citations · Full text

Data Classification, Engineering, Machine Learning +13

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 et al. · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2021 · 34 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22