Luca Lomazzi

On the explainability of convolutional neural networks processing ultrasonic guided waves for damage diagnosis

Luca Lomazzi, S. Fabiano, Marc Parziale et al. · Mechanical Systems and Signal Processing · 2022 · 50 citations · Full text

Damage Mechanism, Convolutional Neural Network, Engineering +8

Experimental study on the low-velocity impact response of inter-ply S2-glass/aramid woven fabric hybrid laminates

Mohammad Rezasefat, Álvaro González-Jiménez, Dayou Ma et al. · Thin-Walled Structures · 2022 · 34 citations · Full text

Materials Science, Engineering, Impact (Mechanics) +10

Towards a deep learning-based unified approach for structural damage detection, localisation and quantification

Luca Lomazzi, Marco Giglio, Francesco Cadini · Engineering Applications of Artificial Intelligence · 2023 · 33 citations · Full text

Damage Mechanism, Convolutional Neural Network, Machine Vision +10

Unsupervised data-driven method for damage localization using guided waves

Luca Lomazzi, Rafael Junges, Marco Giglio et al. · Mechanical Systems and Signal Processing · 2023 · 31 citations · Full text

On the mitigation of the RAPID algorithm uneven sensing network issue employing averaging and Gaussian blur filtering techniques

Álvaro González-Jiménez, Luca Lomazzi, Francesco Cadini et al. · Composite Structures · 2021 · 26 citations · Full text

Adaptive Filter, Engineering, Filtering Technique +8