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
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
Online quantitative detection for rotor misalignment based on data-driven modeling under nonstationary harmonic excitations
2025-01-01 Liang, Haiying; Cui, Ningyuan; Zhao, Yulai; Liu, Yang; Giglio, Marco; Sbarufatti, Claudio
Comparative study on ballistic impact detection in helicopter transmission shafts using NARX and LSTM models
2025-01-01 Panagiotopoulou, Vasiliki; Brancato, Lorenzo; Petriconi, Emanuele; Baldi, Andrea; Mariani, Ugo; Giglio, Marco; Sbarufatti, Claudio
Deep Learning-Based Identification of Shaft Imbalance Faults in Rotating Machinery Using the NARX Model
2025-01-01 Panagiotopoulou, Vasiliki; Petriconi, Emanuele; Giglio, Marco; Sbarufatti, Claudio
An advanced nonlinear framework for early detection and prognosis of fatigue cracks in plate-like structures
2025-01-01 Liang, Haiying; Liu, Yang; Chen, Jian; Yuan, Shenfang; Giglio, Marco; Sbarufatti, Claudio
Damage Identification in Rotary Shafts via Vibration Monitoring and Physics-Informed Neural Networks
2025-01-01 Panagiotopoulou, V.; Vlachas, K.; Giglio, M.; Sbarufatti, C.; Chatzi, E.
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.
IFEM method for distributed monitoring of cable forces in cable-stayed bridges
2025-01-01 Poloni, Dario; Wang, Chengwei; Morgese, Maurizio; Taylor, Todd; Giglio, Marco; Ansari, Farhad; Sbarufatti, Claudio
Variational Neural Network Embedded with Digital Twins for Probabilistic Structural Damage Quantification
2025-01-01 Xu, Jiaqi; Zhou, Xuan; Giglio, Marco; Sbarufatti, Claudio; Dong, Leiting
Reference-free distributed monitoring of deflections in multi-span bridges
2025-01-01 Poloni, D.; Morgese, M.; Wang, C.; Taylor, T.; Giglio, M.; Ansari, F.; Sbarufatti, C.
AN INVESTIGATION ON THE IMPACT RESISTANCE OF COMPOSITES WITH NANOPARTICLES
2024-01-01 Ma, Dayou; Colombo, Chiara; Giglio, Marco; Manes, Andrea
Transfer learning applications for corrosion prediction for electrodissoluted specimens
2024-01-01 Pinello, L.; Panagiotopoulou, V.; Giglio, M.; Vasquez Gomez, L.; Mattarozzi, L.; Sbarufatti, C.
Unsupervised data-driven method for damage localization using guided waves
2024-01-01 Lomazzi, L.; Junges, R.; Giglio, M.; Cadini, F.
Physics-Informed Neural Networks for the Condition Monitoring of Rotating Shafts
2024-01-01 Parziale, M.; Lomazzi, L.; Giglio, M.; 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.
Topological optimization of ballistic protective structures through genetic algorithms in a vulnerability-driven environment
2024-01-01 Annunziata, S.; Lomazzi, L.; Giglio, M.; Manes, A.
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 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.
Convolutional autoencoder-based framework for damage localization under variable temperature
2024-01-01 Junges, R.; Lomazzi, L.; Cadini, F.; Giglio, M.
Shape Sensing and Damage Identification with iFEM on a Double Bottom Structure of a Containership
2024-01-01 Bardiani, J.; Manes, A.; Giglio, M.; Sbarufatti, C.
An Advanced Nonlinear Framework for Early Detection and Prognosis of Fatigue Cracks in Plate-Like Structures
2024-01-01 Liang, H.; Liu, Y.; Chen, J.; Yuan, S.; Giglio, M.; Sbarufatti, C.
Copula-Based Multi-structure Damage Co-diagnosis and Prognosis for the Fleet Maintenance Digital Twin
2024-01-01 Zhou, X.; Sbarufatti, C.; Giglio, M.; Dong, L.
A preliminary investigation of the inverse Finite Element Method applied to bridge structures
2024-01-01 Poloni, D.; Morgese, M.; Wang, C.; Taylor, T.; Giglio, M.; Ansari, F.; Sbarufatti, C.
In-service Load Monitoring for an UAV Digital Twin
2024-01-01 Zhou, X.; Dziendzikowski, M.; Dragan, K.; Dong, L.; Giglio, M.; Sbarufatti, C.
Preliminary Nose Landing Gear Digital Twin for Damage Detection
2024-01-01 Pinello, L.; Hassan, O.; Giglio, M.; Sbarufatti, C.
Exploring transfer learning for improving ultrasonic guided wave-based damage localization
2024-01-01 Lomazzi, L.; Pinello, L.; Abbassi, A.; Giglio, M.; Cadini, F.
Explainability of convolutional neural networks for damage diagnosis using transmissibility functions
2024-01-01 Parziale, M.; Silva, P. H.; 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.
Convolutional autoencoders and CGANs for unsupervised structural damage localization
2024-01-01 Junges, R.; Rastin, Z.; Lomazzi, L.; Giglio, M.; Cadini, 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.
Effect of fixture boundary conditions for low-velocity impact: A focus on composites with different matrix and fibers
2024-01-01 Ma, D.; Rezasefat, M.; Aparecido da Cruz, J.; Campos Amico, S.; Giglio, M.; Manes, A.
ON THE DEVELOPMENT OF THE STRUCTURAL DIGITAL TWIN OF AN UNMANNED AERIAL VEHICLE
2024-01-01 Zhou, X.; Dziendzikowski, M.; Dragan, K.; Giglio, M.; Dong, L.; Sbarufatti, C.
Physics-informed surrogate modeling for a damaged rotating shaft
2024-01-01 Panagiotopoulou, V.; Vlachas, K.; Chatzi, E.; Giglio, M.; Sbarufatti, C.
Simple projection method: a novel algorithm for estimation of characteristic element length in finite element simulations of composites
2024-01-01 Rezasefat, Mohammad; Mostafavi Delijani, Yaser; Hogan, James D.; Giglio, Marco; Manes, Andrea
Shape sensing with iFEM on a type IV pressure vessel based on experimental measurements
2024-01-01 Bardiani, J.; Giglio, M.; Manes, A.; Sbarufatti, C.
Physics-Informed Machine Learning for Structural Damage Diagnosis in Aluminium Plates
2024-01-01 Pinello, L.; Lomazzi, L.; Ghellero, Jacopo; Giglio, M.; 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.
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
ASSESSMENT ON FATIGUE BEHAVIOUR OF AL7475 T7351 SUBJECTED TO NATURAL CORROSION, ACCELERATED CORROSION AND ARTIFICIAL DAMAGES
2023-01-01 Mezzanzanica, Daniele; Ratti, Giuseppe; Baldi, Andrea; Mariani, Ugo; Giglio, Marco; Manes, Andrea; Ormellese, Marco; Brenna, Andrea
Damage Localization Frameworks Based on Unsupervised Deep Learning Neural Networks
2023-01-01 Junges, R.; Rastin, Z.; Lomazzi, L.; Giglio, M.; Cadini, F.
Debonding quantification in adhesive bonded joints by the inverse finite element method
2023-01-01 Poloni, D.; Oboe, D.; Sbarufatti, C.; Giglio, M.
Towards a stochastic inverse Finite Element Method: A Gaussian Process strain extrapolation
2023-01-01 Poloni, D.; Oboe, D.; Sbarufatti, C.; Giglio, M.
Gaussian Process Strain Pre-extrapolation and Uncertainty Estimation for Inverse Finite Elements
2023-01-01 Poloni, D; Oboe, D; Sbarufatti, C; Giglio, M
Crack Size Estimation with an Inverse Finite Element Model
2023-01-01 Oboe, D; Poloni, D; Sbarufatti, C; Giglio, M
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.
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.
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.
Experimental and numerical studies on the repeated low-velocity impact response and damage accumulation in woven S2-glass fibre/epoxy composites
2023-01-01 Fulginiti, F; REZASEFAT BALASBANEH, Mohammad; da Silva, Ax; Amico, Sc; Giglio, M; Manes, A
Numerical Study on the Damage of a Carbon Woven Composite Panel Subjected to Blast Loading
2023-01-01 Vescovini, Alessandro; Lomazzi, Luca; Giglio, Marco; Manes, Andrea
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