Archivio Istituzionale della RicercaCANAVERO, Flavio
CANAVERO, Flavio
Dipartimento di Elettronica e Telecomunicazioni
Canavero, Flavio G.; Canavero, Flavio
001346
Bridging the Gap Between Artificial Neural Networks and Kernel Regressions for Vector-Valued Problems in Microwave Applications
2023 Soleimani, Nastaran; Trinchero, Riccardo; Canavero, Flavio G.
A fast fuel cell parametric identification approach based on machine learning inverse models
2022 Guarino, A.; Trinchero, R.; Canavero, F.; Spagnuolo, G.
Comparative Analysis of Prior Knowledge-Based Machine Learning Metamodels for Modeling Hybrid Copper–Graphene On-Chip Interconnects
2022 Kushwaha, Suyash; Soleimani, Nastaran; Treviso, Felipe; Kumar, Rahul; Trinchero, Riccardo; Canavero, Flavio; Roy, Sourajeet; Sharma, Rohit
Compressed Machine Learning-Based Inverse Model for Design Optimization of Microwave Components
2022 Sedaghat, Mostafa; Trinchero, Riccardo; Hossein Firouzeh, Zaker; Canavero, Flavio G.
Sensitivity Analysis of Passive Intermodulation Due to Electrical Contacts
2022 Treviso, Felipe; Trinchero, Riccardo; Keski-Opas, Petri; Kelander, Ilkka; Canavero, Flavio G.
Bayesian Optimization of Hyperparameters in Kernel-Based Delay Rational Models
2021 Treviso, Felipe; Trinchero, Riccardo; Canavero, Flavio G.
Innovative Mini Ultralight Radioprobes to Track Lagrangian Turbulence Fluctuations within Warm Clouds: Electronic Design
2021 Paredes Quintanilla, Miryam E.; Abdunabiev, Shahbozbek; Allegretti, Marco; Merlone, Andrea; Musacchio, Chiara; Pasero, EROS GIAN ALESSANDRO; Tordella, Daniela; Canavero, Flavio
Machine Learning Regression Techniques for the Modeling of Complex Systems: An Overview
2021 Trinchero, R.; Canavero, F.
Multiple Delay Identification in Long Interconnects via LS-SVM Regression
2021 Treviso, Felipe; Trinchero, Riccardo; Canavero, Flavio G.
Statistical Analysis of the Efficiency of an Integrated Voltage Regulator by Means of a Machine Learning Model Coupled with Kriging Regression
2021 Trinchero, R.; Larbi, M.; Swaminathan, M.; Canavero, F.
Topological modelling of gas networks for co-simulation applications in multi-energy systems
2021 Vaccariello, E.; Leone, P.; Canavero, F.; Stievano, I. S.
An Iterative Scheme for the Power-Flow Analysis of Distribution Networks based on Decoupled Circuit Equivalents in the Phasor Domain
2020 Memon, ZAIN ANWER; Trinchero, Riccardo; Xie, Yanzhao; Canavero, Flavio G.; Stievano, Igor S.
Analysis of Parameter Variability in an Integrated Wireless Power Transfer System via Partial Least-Squares Regression
2020 Larbi, Mourad; Trinchero, Riccardo; Canavero, Flavio G.; Besnier, Philippe; Swaminathan, Madhavan
Black-Box Modeling of the Maximum Currents Induced in Harnesses During Automotive Radiated Immunity Tests
2020 Trinchero, Riccardo; Stievano, Igor S.; Canavero, Flavio G.
Combining LS-SVM and GP Regression for the Uncertainty Quantification of the EMI of Power Converters Affected by Several Uncertain Parameters
2020 Trinchero, Riccardo; Canavero, Flavio G.
Compressed Machine Learning Models for the Uncertainty Quantification of Power Distribution Networks
2020 Memon, ZAIN ANWER; Trinchero, Riccardo; Manfredi, Paolo; Canavero, Flavio; Stievano, Igor S.
Enhanced Time-Invariant Linear Model for the EMI Prediction of Switching Circuits
2020 Trinchero, Riccardo; Stievano, IGOR SIMONE; Canavero, Flavio G.
Machine Learning for the Uncertainty Quantification of Power Networks
2020 Memon, Zain A.; Trinchero, Riccardo; Manfredi, Paolo; Canavero, Flavio; Stievano, Igor S.; Xie, Yanzhao
Machine Learning and Uncertainty Quantification for Surrogate Models of Integrated Devices with a Large Number of Parameters
2019 Trinchero, R.; Larbi, M.; Torun, H. M.; Canavero, F. G.; Swaminathan, M.
IDENTFICATION OF MAIN FACTORS OF UNCERTAINTY IN A MICROSTRIP LINE NETWORK
2018 Larbi, M.; Stievano, I. S.; Canavero, F. G.; Besnier, P.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Bridging the Gap Between Artificial Neural Networks and Kernel Regressions for Vector-Valued Problems in Microwave Applications / Soleimani, Nastaran; Trinchero, Riccardo; Canavero, Flavio G.. - In: IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. - ISSN 0018-9480. - STAMPA. - 71:6(2023), pp. 2319-2332. [10.1109/TMTT.2022.3232895] | 1-gen-2023 | Nastaran SoleimaniRiccardo TrincheroFlavio G. Canavero | Bridging_the_Gap_Between_Artificial_Neural_Networks_and_Kernel_Regressions_for_Vector-Valued_Problems_in_Microwave_Applications.pdf |
| A fast fuel cell parametric identification approach based on machine learning inverse models / Guarino, A.; Trinchero, R.; Canavero, F.; Spagnuolo, G.. - In: ENERGY. - ISSN 0360-5442. - ELETTRONICO. - 239:(2022), p. 122140. [10.1016/j.energy.2021.122140] | 1-gen-2022 | Trinchero R.Canavero F. + | 1-s2.0-S0360544221023884-main.pdf; PrePrint_UnisaPolito_Energy_Rev.pdf |
| Comparative Analysis of Prior Knowledge-Based Machine Learning Metamodels for Modeling Hybrid Copper–Graphene On-Chip Interconnects / Kushwaha, Suyash; Soleimani, Nastaran; Treviso, Felipe; Kumar, Rahul; Trinchero, Riccardo; Canavero, Flavio; Roy, Sourajeet; Sharma, Rohit. - In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. - ISSN 0018-9375. - STAMPA. - 64:6(2022), pp. 2249-2260. [10.1109/TEMC.2022.3205869] | 1-gen-2022 | Soleimani, NastaranTreviso, FelipeTrinchero, RiccardoCanavero, Flavio + | TEMC-167-2022_Proof_hi.pdf; Soleimani-Comparative.pdf |
| Compressed Machine Learning-Based Inverse Model for Design Optimization of Microwave Components / Sedaghat, Mostafa; Trinchero, Riccardo; Hossein Firouzeh, Zaker; Canavero, Flavio G.. - In: IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. - ISSN 0018-9480. - ELETTRONICO. - 70:7(2022), pp. 3415-3427. [10.1109/tmtt.2022.3166151] | 1-gen-2022 | Mostafa SedaghatRiccardo TrincheroFlavio G. Canavero + | Sedaghat-Compressed.pdf |
| Sensitivity Analysis of Passive Intermodulation Due to Electrical Contacts / Treviso, Felipe; Trinchero, Riccardo; Keski-Opas, Petri; Kelander, Ilkka; Canavero, Flavio G.. - In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. - ISSN 0018-9375. - ELETTRONICO. - 64:3(2022), pp. 760-769. [10.1109/TEMC.2022.3142963] | 1-gen-2022 | Treviso, FelipeTrinchero, RiccardoCanavero, Flavio G. + | paper_pim_sensitivity_final.pdf; Treviso-Sensitivity.pdf |
| Bayesian Optimization of Hyperparameters in Kernel-Based Delay Rational Models / Treviso, Felipe; Trinchero, Riccardo; Canavero, Flavio G.. - In: IEEE ELECTROMAGNETIC COMPATIBILITY MAGAZINE. - ISSN 2162-2264. - ELETTRONICO. - 10:2(2021), pp. 90-93. [10.1109/MEMC.2021.9477255] | 1-gen-2021 | Treviso, FelipeTrinchero, RiccardoCanavero, Flavio G. | PAPER EMC MAGAZINE WITH BEST PAPER TAG.pdf; 2021069997.pdf |
| Innovative Mini Ultralight Radioprobes to Track Lagrangian Turbulence Fluctuations within Warm Clouds: Electronic Design / Paredes Quintanilla, Miryam E.; Abdunabiev, Shahbozbek; Allegretti, Marco; Merlone, Andrea; Musacchio, Chiara; Pasero, EROS GIAN ALESSANDRO; Tordella, Daniela; Canavero, Flavio. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 21:4(2021), p. 1351. [10.3390/s21041351] | 1-gen-2021 | Miryam E. Paredes QuintanillaShahbozbek AbdunabievMarco AllegrettiEros PaseroDaniela TordellaFlavio Canavero + | sensors-21-01351.pdf |
| Machine Learning Regression Techniques for the Modeling of Complex Systems: An Overview / Trinchero, R.; Canavero, F.. - In: IEEE ELECTROMAGNETIC COMPATIBILITY MAGAZINE. - ISSN 2162-2264. - 10:4(2021), pp. 71-79. [10.1109/MEMC.2021.9705310] | 1-gen-2021 | Trinchero R.Canavero F. | trinchero-emc-magazine_FINAL.pdf; Machine_Learning_Regression_Techniques_for_the_Modeling_of_Complex_Systems_An_Overview.pdf |
| Multiple Delay Identification in Long Interconnects via LS-SVM Regression / Treviso, Felipe; Trinchero, Riccardo; Canavero, Flavio G.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 9:(2021), pp. 39028-39042. [10.1109/ACCESS.2021.3063713] | 1-gen-2021 | Treviso, FelipeTrinchero, RiccardoCanavero, Flavio G. | ACCESS3063713_authorreviewedacceptededited.pdf |
| Statistical Analysis of the Efficiency of an Integrated Voltage Regulator by Means of a Machine Learning Model Coupled with Kriging Regression / Trinchero, R.; Larbi, M.; Swaminathan, M.; Canavero, F.. - In: IEEE ELECTROMAGNETIC COMPATIBILITY MAGAZINE. - ISSN 2162-2264. - ELETTRONICO. - 10:1(2021), pp. 72-75. [10.1109/MEMC.2021.9401002] | 1-gen-2021 | Trinchero, R.Canavero, F. + | Statistical_Analysis_of_the_Efficiency_of_an_Integrated_Voltage_Regulator_by_Means_of_a_Machine_Learning_Model_Coupled_with_Kriging_Regression.pdf; EMC_MAG_RT_SPI19.pdf |
| Topological modelling of gas networks for co-simulation applications in multi-energy systems / Vaccariello, E.; Leone, P.; Canavero, F.; Stievano, I. S.. - In: MATHEMATICS AND COMPUTERS IN SIMULATION. - ISSN 0378-4754. - ELETTRONICO. - 183:(2021), pp. 244-253. [10.1016/j.matcom.2019.12.018] | 1-gen-2021 | E. VaccarielloP. LeoneF. CanaveroI. S. Stievano | jnl-2021-MATHCOM-GAS-authorscopy.pdf; jnl-2021-MATHCOM-GAS.pdf |
| An Iterative Scheme for the Power-Flow Analysis of Distribution Networks based on Decoupled Circuit Equivalents in the Phasor Domain / Memon, ZAIN ANWER; Trinchero, Riccardo; Xie, Yanzhao; Canavero, Flavio G.; Stievano, Igor S.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 13:2(2020), p. 386. [10.3390/en13020386] | 1-gen-2020 | MEMON, ZAIN ANWERTrinchero, RiccardoCanavero, Flavio G.Stievano, Igor S. + | jnl-2020-Energies-PowerNet.pdf |
| Analysis of Parameter Variability in an Integrated Wireless Power Transfer System via Partial Least-Squares Regression / Larbi, Mourad; Trinchero, Riccardo; Canavero, Flavio G.; Besnier, Philippe; Swaminathan, Madhavan. - In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY. - ISSN 2156-3950. - ELETTRONICO. - 10:11(2020), pp. 1795-1802. [10.1109/tcpmt.2020.3002226] | 1-gen-2020 | Riccardo TrincheroFlavio G. Canavero + | FINAL VERSION.pdf; 09116816.pdf |
| Black-Box Modeling of the Maximum Currents Induced in Harnesses During Automotive Radiated Immunity Tests / Trinchero, Riccardo; Stievano, Igor S.; Canavero, Flavio G.. - In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. - ISSN 0018-9375. - ELETTRONICO. - 62:2(2020), pp. 627-630. [10.1109/TEMC.2019.2903270] | 1-gen-2020 | Trinchero, RiccardoStievano, Igor S.Canavero, Flavio G. | EMC_2018_SOKEN_final.pdf; Trinchero-Black-box.pdf |
| Combining LS-SVM and GP Regression for the Uncertainty Quantification of the EMI of Power Converters Affected by Several Uncertain Parameters / Trinchero, Riccardo; Canavero, Flavio G.. - In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. - ISSN 0018-9375. - ELETTRONICO. - 62:5(2020), pp. 1755-1762. [10.1109/temc.2019.2962899] | 1-gen-2020 | Riccardo TrincheroFlavio G. Canavero | FINAL VERSION.pdf; 08959370.pdf |
| Compressed Machine Learning Models for the Uncertainty Quantification of Power Distribution Networks / Memon, ZAIN ANWER; Trinchero, Riccardo; Manfredi, Paolo; Canavero, Flavio; Stievano, Igor S.. - In: ENERGIES. - ISSN 1996-1073. - 13:18(2020), p. 4881. [10.3390/en13184881] | 1-gen-2020 | Zain Anwer MemonRiccardo TrincheroPaolo ManfrediFlavio CanaveroIgor S. Stievano | jnl-2020-ENERGIES-Variability.pdf |
| Enhanced Time-Invariant Linear Model for the EMI Prediction of Switching Circuits / Trinchero, Riccardo; Stievano, IGOR SIMONE; Canavero, Flavio G.. - In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. - ISSN 0018-9375. - ELETTRONICO. - 62:5(2020), pp. 2294-2302. [10.1109/temc.2019.2959121] | 1-gen-2020 | Riccardo TrincheroIgor Simone StievanoFlavio G. Canavero | FINAL VERSION.pdf; 08948357.pdf |
| Machine Learning for the Uncertainty Quantification of Power Networks / Memon, Zain A.; Trinchero, Riccardo; Manfredi, Paolo; Canavero, Flavio; Stievano, Igor S.; Xie, Yanzhao. - In: IEEE LETTERS ON ELECTROMAGNETIC COMPATIBILITY PRACTICE AND APPLICATIONS. - ISSN 2637-6423. - ELETTRONICO. - 2:4(2020), pp. 138-141. [10.1109/LEMCPA.2020.3042122] | 1-gen-2020 | Riccardo TrincheroPaolo ManfrediFlavio CanaveroIgor S. Stievano + | jnl-2020-LEMCPA-Variability-IEEE.pdf; jnl-2020-LEMCPA-Variability.pdf |
| Machine Learning and Uncertainty Quantification for Surrogate Models of Integrated Devices with a Large Number of Parameters / Trinchero, R.; Larbi, M.; Torun, H. M.; Canavero, F. G.; Swaminathan, M.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 7:(2019), pp. 4056-4066. [10.1109/ACCESS.2018.2888903] | 1-gen-2019 | Trinchero R.Larbi M.Canavero F. G. + | FINAL VERSION.pdf; 08584446.pdf |
| IDENTFICATION OF MAIN FACTORS OF UNCERTAINTY IN A MICROSTRIP LINE NETWORK / Larbi, M.; Stievano, I. S.; Canavero, F. G.; Besnier, P.. - In: ELECTROMAGNETIC WAVES. - ISSN 1070-4698. - ELETTRONICO. - 162:(2018), pp. 61-72. [10.2528/PIER18040607] | 1-gen-2018 | I. S. StievanoF. G. Canavero + | jnl-2018-PIERS-PC-online.pdf |