| On the explainability of convolutional neural networks processing ultrasonic guided waves for damage diagnosis L Lomazzi, S Fabiano, M Parziale, M Giglio, F Cadini Mechanical Systems and Signal Processing 183, 109642, 2023 | 35 | 2023 |
| Towards a deep learning-based unified approach for structural damage detection, localisation and quantification L Lomazzi, M Giglio, F Cadini Engineering Applications of Artificial Intelligence 121, 106003, 2023 | 27 | 2023 |
| Experimental study on the low-velocity impact response of inter-ply S2-glass/aramid woven fabric hybrid laminates M Rezasefat, A Gonzalez-Jimenez, D Ma, A Vescovini, L Lomazzi, ... Thin-Walled Structures 177, 109458, 2022 | 24 | 2022 |
| Neutralization of temperature effects in damage diagnosis of MDOF systems by combinations of autoencoders and particle filters F Cadini, L Lomazzi, MF Roca, C Sbarufatti, M Giglio Mechanical Systems and Signal Processing 162, 108048, 2022 | 22 | 2022 |
| On the mitigation of the RAPID algorithm uneven sensing network issue employing averaging and Gaussian blur filtering techniques A Gonzalez-Jimenez, L Lomazzi, F Cadini, A Beligni, C Sbarufatti, ... Composite Structures 278, 114716, 2021 | 22 | 2021 |
| Vulnerability assessment to projectiles: Approach definition and application to helicopter platforms L Lomazzi, F Cadini, M Giglio, A Manes Defence Technology 18 (9), 1523-1537, 2022 | 16 | 2022 |
| Numerical simulation-aided particle filter-based damage prognosis using Lamb waves T Li, L Lomazzi, F Cadini, C Sbarufatti, J Chen, S Yuan Mechanical Systems and Signal Processing 178, 109326, 2022 | 15 | 2022 |
| Unsupervised data-driven method for damage localization using guided waves L Lomazzi, R Junges, M Giglio, F Cadini Mechanical Systems and Signal Processing 208, 111038, 2024 | 14 | 2024 |
| Enhancing Lamb wave-based damage diagnosis in composite materials using a pseudo-damage boosted convolutional neural network approach A Gonzalez-Jimenez, L Lomazzi, R Junges, M Giglio, A Manes, F Cadini Structural Health Monitoring 23 (3), 1514-1529, 2024 | 13 | 2024 |
| Vibration‐based structural health monitoring exploiting a combination of convolutional neural networks and autoencoders for temperature effects neutralization M Parziale, L Lomazzi, M Giglio, F Cadini Structural Control and Health Monitoring 29 (11), e3076, 2022 | 13 | 2022 |
| Analytical and empirical methods for the characterisation of the permanent transverse displacement of quadrangular metal plates subjected to blast load: Comparison of existing … L Lomazzi, M Giglio, A Manes International Journal of Impact Engineering 154, 103890, 2021 | 13 | 2021 |
| Physics-informed neural networks for the condition monitoring of rotating shafts M Parziale, L Lomazzi, M Giglio, F Cadini Sensors 24 (1), 207, 2023 | 11 | 2023 |
| Analysis of the blast wave–structure interface phenomenon in case of explosive events L Lomazzi, M Giglio, A Manes IOP Conference Series: Materials Science and Engineering 1038 (1), 012083, 2021 | 8 | 2021 |
| Mitigating the Impact of Temperature Variations on Ultrasonic Guided Wave-Based Structural Health Monitoring through Variational Autoencoders R Junges, L Lomazzi, L Miele, M Giglio, F Cadini Sensors 24 (5), 1494, 2024 | 5 | 2024 |
| Deep learning-based analysis to identify fluid-structure interaction effects during the response of blast-loaded plates L Lomazzi, D Morin, F Cadini, A Manes, V Aune International Journal of Protective Structures 15 (4), 722-752, 2024 | 4 | 2024 |
| Convolutional autoencoders and CGANs for unsupervised structural damage localization R Junges, Z Rastin, L Lomazzi, M Giglio, F Cadini Mechanical Systems and Signal Processing 220, 111645, 2024 | 4 | 2024 |
| Unsupervised Damage Localization In Composite Plates Using Lamb Waves And Conditional Generative Adversarial Networks M Parziale, L Lomazzi, Z Rastin, M Giglio, F Cadini Procedia Structural Integrity 52, 551-559, 2024 | 4 | 2024 |
| On Eulerian-Lagrangian methods to investigate the blast response of composite plates D Giuliano, L Lomazzi, M Giglio, A Manes International Journal of Impact Engineering 173, 104469, 2023 | 4 | 2023 |
| Transmissibility functions-based structural damage assessment with the use of explainable convolutional neural networks M Parziale, L Lomazzi, M Giglio, F Cadini International Conference on Experimental Vibration Analysis for Civil …, 2023 | 3 | 2023 |
| Explainable framework for Lamb wave-based damage diagnosis L Lomazzi, M Giglio, F Cadini Current Perspectives and New Directions in Mechanics, Modelling and Design …, 2022 | 3 | 2022 |
MARCO GIGLIOProfessore di Costruzione di Macchine, Politecnico di MilanoEmail verificata su polimi.it