DUGHIERO, FABRIZIO
DUGHIERO, FABRIZIO
Dipartimento di Ingegneria Industriale - DII
Deep Learning Surrogate Models for Nonlinear Magneto-Thermal Analysis of TEAM Problem 36
2026 Di Barba, Paolo; Dughiero, Fabrizio; Forzan, Michele; Mognaschi, Maria Evelina
Design and modeling of a PCB coil with reduced copper trace for self-resonant WPT systems
2026 Poggiana, G.; Torchio, R.; Pichon, L.; Bensetti, M.; Dughiero, F.
Embedded PMV-Driven Localized Heating for Electric Vehicle Cabin Comfort
2026 De Lazzari, Riccardo; Manfrin, Manuel; Peruzzi, Giacomo; Forzan, Michele; Dughiero, Fabrizio; Cerasti, Lorenzo; Smonker, Giulia; De Moliner, Antonio; Pozzebon, Alessandro; Trivellin, Nicola
Energy and Economic Assessment of European Transition toward EVs: An Alternative Approach
2026 Lucchini, F.; Dughiero, F.
Ferrite Plate Multi-Objective Topology Optimization in a Wireless Power Transfer System for UAV Charging
2026 Poggiana, G.; Terrah, M.; Torchio, R.; Cirimele, V.; Pichon, L.; Bensetti, M.; Dughiero, F.
Gradient-Informed Machine Learning in Electromagnetics
2026 Zorzetto, Matteo; Backmeyer, Merle; Wiesheu, Michael; Torchio, Riccardo; Dughiero, Fabrizio; Schöps, Sebastian
Machine Learning for Reduced Order Modelling of Nonlinear Magnetic Components
2026 Zorzetto, Matteo; Torchio, Riccardo; Lucchini, Francesco; Di Barba, Paolo; Mognaschi Maria, Evelina; Forzan, Michele; Dughiero, Fabrizio
Measurement and Control of In-Cabin Thermal Comfort in Electric Vehicles Under Cold Climate
2026 Manfrin, Manuel; Peruzzi, Giacomo; Forzan, Michele; Dughiero, Fabrizio; Cerasti, Lorenzo; Smonker, Giulia; De Moliner, Antonio; Pozzebon, Alessandro; Trivellin, Nicola
On the Influence of Objectives, Constraints, and Material Interpolation Schemes in the Topology Optimization of Ferrite Plates for WPT Systems
2026 Poggiana, G.; Lucchini, F.; Torchio, R.; Cirimele, V.; Dughiero, F.
Single Objective Topology Optimization and Experimental Validation of a VA Ferrite Plate for a SAE-Compliant WPT System
2026 Poggiana, G.; Yuan, W.; Torchio, R.; Lucchini, F.; Cirimele, V.; Tang, C.; Dughiero, F.
Vision-Based Clothing Insulation Estimation for Driver Aware Thermal Comfort Control
2026 Manfrin, Manuel; Peruzzi, Giacomo; Forzan, Michele; Dughiero, Fabrizio; Pozzebon, Alessandro; Trivellin, Nicola
A Cascade Deep Learning Approach for Design and Control Optimization of a Dual-Frequency Induction Heating Device
2025 Ghafoorinejad, Arash; Di Barba, Paolo; Dughiero, Fabrizio; Forzan, Michele; Mognaschi, Maria Evelina; Sieni, Elisabetta
Design of Magnetic Flux Concentrator Plates Using SMC and Ferrite With Topology Optimization for WPT Systems in Industrial Forklifts
2025 Poggiana, Giulio; Torchio, Riccardo; Zorzetto, Matteo; Dughiero, Fabrizio
Experimental Research on the Effectiveness of Contaminant Thermal Desorption Through Electrothermal Technologies
2025 Cavazzini, A. M.; Poggiana, G.; Lucchini, F.; Bertani, R.; Forzan, M.; Dughiero, F.; De Folly, D'Auris; A., Dovico; L., &; Zampato, M.
Frequency and Current Analysis for Aluminum Billet Lifting with a Longitudinal Electromagnetic Levitator Prototype
2025 Zorzetto, Matteo; Poggiana, Giulio; Dughiero, Fabrizio
Machine Learning-based Reduced Order Modeling of Nonlinear and Multiphysics Magnetic Devices
2025 Zorzetto, Matteo; Torchio, Riccardo; Lucchini, Francesco; Barba, Paolo Di; Mognaschi, Maria Evelina; Forzan, Michele; Dughiero, Fabrizio
Neural Network-Based Discrepancy Modelling of Reduced Order Models With Surface-to-Surface Radiation
2025 Zorzetto, M.; Torchio, R.; Lucchini, F.; Dughiero, F.
Nonlinear Dimensionality Reduction of Electromagnetic Models for Surrogate Modeling
2025 Zorzetto, M.; Torchio, R.; Pase, F.; Dughiero, F.
Optimal Multi-Physics Synthesis of a Dual-Frequency Power Inductor Using Deep Neural Networks and Gaussian Process Regression
2025 Di Barba, Paolo; Ghafoorinejad, Arash; Mognaschi, Maria Evelina; Dughiero, Fabrizio; Forzan, Michele; Sieni, Elisabetta
Proper Orthogonal Decomposition for Parameterized Macromodeling of a Longitudinal Electromagnetic Levitator
2025 Zorzetto, M.; Torchio, R.; Lucchini, F.; Forzan, M.; Dughiero, F.