| 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 | 22 | 2023 |
| 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 | 10 | 2022 |
| 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 | 2 | 2023 |
| Explainability of Convolutional Neural Networks for Damage Diagnosis Using Transmissibility Functions M Parziale, P Henrique Silva, M Giglio, F Cadini Marco and Cadini, Francesco, Explainability of Convolutional Neural Networks …, 0 | 2 | |
| Anomaly Characterization for the Condition Monitoring of Rotating Shafts Exploiting Data Fusion and Explainable Convolutional Neural Networks M Parziale, YF Yeung, K Youcef-Toumi, M Giglio, F Cadini Available at SSRN 4634978, 0 | 1 | |
| 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 | | 2024 |
| Physics-Informed Neural Networks for the Condition Monitoring of Rotating Shafts M Parziale, L Lomazzi, M Giglio, F Cadini Sensors 24 (1), 207, 2023 | | 2023 |
| Explainable Convolutional Neural Networks For SHM Based On Transmissibility Functions M Parziale, PH Silva, M Giglio, F Cadini 8th World Conference on Structural Control and Monitoring; Orlando, FL, USA, 2022 | | 2022 |
MARCO GIGLIOProfessore di Costruzione di Macchine, Politecnico di MilanoDirección de correo verificada de polimi.it
