Sfoglia per Autore
Physics-informed operator learning for real-time battery state estimation
2026-01-01 Brancato, Lorenzo; Harej, Alexander Gabriel; Giglio, Marco; Cadini, Francesco
Fatigue delamination shape prognostics in composites using numerical simulation-assisted transfer learning
2026-01-01 Zhong, Ruirui; Wang, Xi Vincent; Wang, Lihui; Chiachío, Manuel; Cadini, Francesco; Sbarufatti, Claudio; Li, Tianzhi
Development of a HUMS for UAV hybrid power system using digital twin and AI techniques
2026-01-01 Sperli, Chiara; Harej, Alexander Gabriel; Mazza, Alex; Zeni, Lucrezia; Solero, Giulio Angelo Guido; Giglio, Marco; Cadini, Francesco
Anomaly characterization for the condition monitoring of rotating shafts exploiting data fusion and explainable convolutional neural networks
2025-01-01 Parziale, M.; Yeung, Y. F.; Youcef-Toumi, K.; Giglio, M.; Cadini, F.
Baseline-free delamination detection in CFRP composites using guided wave-based virtual sensing paths
2025-01-01 Luo, Kai; Ye, Lin; Mustapha, Samir; Chen, Yuan; Yu, Sunquan; Yang, Zhibo; Cadini, Francesco; Lomazzi, Luca
LWMOcc: Lightweight Monocular 3D Occupancy Prediction Method
2025-01-01 Chen, Feiyang; Li, Jihao; Fu, Pengyu; Hu, Jincheng; Liu, Ming; Liu, Chengjun; Hong, Yinuo; Cazorla, Miguel; González Serrano, Germán; Zhang, Yuanjian; Cadini, Francesco
A Robust Approach to Internal Short Circuit Detection in Lithium-Ion Batteries with a Mechanistic Model for Cylindrical Cells
2025-01-01 Jia, Yiqi; Brancato, Lorenzo; Zhang, Cetengfei; Zhou, Quan; Sun, Zeyu; Giglio, Marco; Cadini, Francesco
Physics-Informed Machine Learning for Ultrasonic Guided Wave Full-Field Reconstruction and Damage Diagnosis
2025-01-01 Casartelli, Alberto; Lomazzi, Luca; Pinello, Lucio; Junges, Rafael; Giglio, Marco; Cadini, Francesco
DeepF-fNet: A novel framework for vibration-based structural optimization
2025-01-01 Tollardo, A.; Cadini, F.; Giglio, M.; Lomazzi, L.
Online Core Temperature Estimation for Lithium-Ion Batteries via an Aging-Integrated ECM-1D Coupled Model-Based Algorithm
2025-01-01 Jia, Yiqi; Brancato, Lorenzo; Giglio, Marco; Cadini, Francesco
Explainability of convolutional neural networks for damage diagnosis using transmissibility functions
2024-01-01 Parziale, M.; Silva, P. H.; Giglio, M.; Cadini, F.
Particle filter-based prognostics for composite curing process
2024-01-01 Balaji, A.; Dumas, D.; Pierard, O.; Sbarufatti, C.; Cadini, F.
Enhancing Planetary Exploration through Digital Twins: A Tool for Virtual Prototyping and HUMS Design
2024-01-01 Pinello, L.; Brancato, L.; Giglio, M.; Cadini, F.; De Luca, G. F.
Real-Time Detection of Internal Short Circuits in Lithium-Ion Batteries using an Extend Kalman Filter: A Novel Approach Combining Electrical and Thermal Measurements
2024-01-01 Jia, Yiqi; Brancato, L.; Giglio, M.; Cadini, F.
In-Depth Analysis of the Burst of a Liquefied Petroleum Gas Tank in Gravedona, Italy
2024-01-01 Lomazzi, L.; Passoni, S.; Mereu, R.; Cadini, F.; Giglio, M.
Temperature enhanced early detection of internal short circuits in lithium-ion batteries using an extended Kalman filter
2024-01-01 Jia, Yiqi; Brancato, L.; Giglio, M.; Cadini, F.
Unsupervised data-driven method for damage localization using guided waves
2024-01-01 Lomazzi, L.; Junges, R.; Giglio, M.; Cadini, F.
Enhancing Lamb wave-based damage diagnosis in composite materials using a pseudo-damage boosted convolutional neural network approach
2024-01-01 Gonzalez-Jimenez, A; Lomazzi, L; Junges, R; Giglio, M; Manes, A; Cadini, F
Multiple local particle filter for high-dimensional system identification
2024-01-01 Li, Tianzhi; Sbarufatti, C.; Cadini, F.
Particle filter-based fatigue damage prognosis by fusing multiple degradation models
2024-01-01 Li, Tianzhi; Chen, J.; Yuan, S.; Zarouchas, D.; Sbarufatti, C.; Cadini, F.
Physics-Informed Neural Networks for the Condition Monitoring of Rotating Shafts
2024-01-01 Parziale, M.; Lomazzi, L.; Giglio, M.; Cadini, F.
Prediction of shape distortions in thermosetting composite parts using neural network interfaced visco-elastic constitutive model
2024-01-01 Balaji, A.; Sbarufatti, C.; Dumas, D.; Parmentier, A.; Pierard, O.; Cadini, F.
Mitigating the Impact of Temperature Variations on Ultrasonic Guided Wave-Based Structural Health Monitoring through Variational Autoencoders
2024-01-01 Junges, R.; Lomazzi, L.; Miele, Lorenzo; Giglio, M.; Cadini, F.
Vulnerability Analysis of Power Transmission Grids Subject to Cascading Failures
2024-01-01 Cadini, F.; Lomazzi, L.; Zio, E.
Convolutional autoencoder-based framework for damage localization under variable temperature
2024-01-01 Junges, R.; Lomazzi, L.; Cadini, F.; Giglio, M.
Unsupervised Damage Localization In Composite Plates Using Lamb Waves And Conditional Generative Adversarial Networks
2024-01-01 Parziale, M.; Lomazzi, L.; Rastin, Z.; Giglio, M.; Cadini, F.
Exploring transfer learning for improving ultrasonic guided wave-based damage localization
2024-01-01 Lomazzi, L.; Pinello, L.; Abbassi, A.; Giglio, M.; Cadini, F.
Physics-Informed Machine Learning for Structural Damage Diagnosis in Aluminium Plates
2024-01-01 Pinello, L.; Lomazzi, L.; Ghellero, Jacopo; Giglio, M.; Cadini, F.
INCREMENTAL LEARNING BASED INTELLIGENT FAULT DIAGNOSIS OF ROLLING BEARINGS
2024-01-01 Cerea, M.; Huang, L.; Cadini, F.; Qiu, S.; Ming, X.
Enhancing Space Systems Integrity: a comparison of telemetry-based approaches for satellite PHM
2024-01-01 Brancato, L.; Pinello, L.; Cadini, F.; Marco, G.; Omata, N.; Tsutsumi, S.; Iino, S.; Nomoto, H.; Hirose, T.
Convolutional autoencoders and CGANs for unsupervised structural damage localization
2024-01-01 Junges, R.; Rastin, Z.; Lomazzi, L.; Giglio, M.; Cadini, F.
PREDICTION OF PROCESS-INDUCED DEFORMATIONS USING DEEP LEARNING INTERFACED FINITE ELEMENT (FE) CONSTITUTIVE MODELS
2023-01-01 Balaji, A.; Sbarufatti, C.; Parmentier, A.; Dumas, D.; Cadini, F.
Dual effect of temperature and strain on the electrical response of highly sensitive silicone elastomers doped with graphene nanoplatelets
2023-01-01 del Bosque, A.; Sanchez-Romate, X. F.; Cadini, F.; Sbarufatti, C.; Sanchez, M.; Giglio, M.; Urena, A.
Structural Performance-Based Design Optimisation of a Secondary Mirror for a Concentrated Solar Power (CSP) Plant
2023-01-01 Pinello, L.; Fossati, M.; Giglio, M.; Cadini, F.; Bevilacqua, C.; Cilento, M.; Bassetti, F.; Magaldi, R.
Particle filter-based damage prognosis using online feature fusion and selection
2023-01-01 Li, T.; Chen, J.; Yuan, S.; Cadini, F.; Sbarufatti, C.
Transmissibility Functions-Based Structural Damage Assessment with the Use of Explainable Convolutional Neural Networks
2023-01-01 Parziale, M.; Lomazzi, L.; Giglio, M.; Cadini, F.
On the explainability of convolutional neural networks processing ultrasonic guided waves for damage diagnosis
2023-01-01 Lomazzi, L.; Fabiano, S.; Parziale, M.; Giglio, M.; Cadini, F.
Towards a deep learning-based unified approach for structural damage detection, localisation and quantification
2023-01-01 Lomazzi, L.; Giglio, M.; Cadini, F.
An Enhanced Model-Based Algorithm for Early Internal Short Circuit Detection in Lithium-Ion Batteries
2023-01-01 Jia, Yiqi; Brancato, Lorenzo; Giglio, Marco; Cadini, Francesco
Development of a space exploration rover digital twin for damage detection
2023-01-01 Pinello, Lucio; Giglio, Marco; Sbarufatti, Claudio; Cadini, Francesco; Francesco De Luca, Giuseppe
Damage Localization Frameworks Based on Unsupervised Deep Learning Neural Networks
2023-01-01 Junges, R.; Rastin, Z.; Lomazzi, L.; Giglio, M.; Cadini, F.
Particle Filter-Based Delamination Shape Prediction in Composites
2023-01-01 Li, T.; Cadini, F.; Chiachio, M.; Chiachio, J.; Sbarufatti, C.
Explainable framework for lamb wave-based damage diagnosis
2023-01-01 Lomazzi, L.; Giglio, M.; Cadini, F.
Deep learning-based analysis to identify fluid-structure interaction effects during the response of blast-loaded plates
2023-01-01 Lomazzi, L; Morin, D; Cadini, F; Manes, A; Aune, V
Data-driven approach to account for fluid-structure interaction effects on blast loaded steel plates
2022-01-01 Lomazzi, Luca; Manes, Andrea; Cadini, Francesco; Morin, David; Aune, Vegard
Computational Optimization of the Basic Data and Tooth Form Parameters Based on the Contact Strength for Hypoid Gear
2022-01-01 Liang, C.; Song, C.; Zhu, C.; Cadini, F.; Liu, S.; Xue, C.
Vibration-based structural health monitoring exploiting a combination of convolutional neural networks and autoencoders for temperature effects neutralization
2022-01-01 Parziale, M.; Lomazzi, L.; Giglio, M.; Cadini, F.
Particle filter-based delamination shape prediction in composites subjected to fatigue loading
2022-01-01 Li, Tianzhi; Cadini, F; Chiachio, M; Chiachio, J; Sbarufatti, C
Integrated multi-objective optimisation of the support structure of heliostats in concentrated solar power plants using a genetic algorithm
2022-01-01 Lomazzi, L; Cadini, F; Giglio, M; Cancro, C; Ciniglio, G; Graditi, G; Pontecorvo, A
Effects of machine-tool parameters on geometry and contact pattern for face hobbed hypoid gears
2022-01-01 Liang, Chengcheng; Song, Chaosheng; Zhu, Caichao; Liu, Siyuan; Cadini, Francesco; Bonaiti, Luca; Gorla, Carlo
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