CANAVERO, Flavio

CANAVERO, Flavio  

Dipartimento di Elettronica e Telecomunicazioni  

Canavero, Flavio G.; Canavero, Flavio  

001346  

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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
Modeling of a High-Speed Link Based on an Efficient Implementation of Vector-Valued Machine Learning Kernel Regression / Soleimani, Nastaran; Trinchero, Riccardo; Canavero, Flavio. - ELETTRONICO. - (2023). (Intervento presentato al convegno 21ème Colloque International et Exposition sur la Compatibilité ÉlectroMagnétique (CEM 2023) tenutosi a Toulouse, France nel 13-15 juin 2023). 1-gen-2023 Soleimani, NastaranTrinchero, RiccardoCanavero, Flavio CEM2023_NoisyMO_KRR.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.pdfPrePrint_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.pdfSoleimani-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
Machine Learning-Based Uncertainty Quantification of Passive Intermodulation in Aluminum Contact / Treviso, Felipe; Trinchero, Riccardo; Canavero, Flavio G.. - ELETTRONICO. - (2022), pp. 1-4. (Intervento presentato al convegno 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC) tenutosi a Gran Canaria, Spain nel 30 May 2022 - 04 June 2022) [10.23919/AT-AP-RASC54737.2022.9814426]. 1-gen-2022 Treviso, FelipeTrinchero, RiccardoCanavero, Flavio G. YSASummaryTrevisoFelipe.pdfTreviso-MachineLearning.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.pdfTreviso-Sensitivity.pdf
Vector-Valued Kernel Ridge Regression for the Modeling of High-Speed Links / Soleimani, Nastaran; Trinchero, Riccardo; Canavero, Flavio. - ELETTRONICO. - (2022), pp. 1-4. (Intervento presentato al convegno 2022 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO) tenutosi a Limoges, France nel 06-08 July 2022) [10.1109/NEMO51452.2022.10038963]. 1-gen-2022 Soleimani, NastaranTrinchero, RiccardoCanavero, Flavio Soleimani_NEMO2022_FINAL.pdfVector-Valued_Kernel_Ridge_Regression_for_the_Modeling_of_High-Speed_Links.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.pdf2021069997.pdf
Compressed Machine Learning-Based Inverse Model for the Design of Microwave Filters / Sedaghat, Mostafa; Trinchero, Riccardo; Canavero, Flavio. - ELETTRONICO. - (2021). (Intervento presentato al convegno MTT-S International Microwave Symposium (IMS) tenutosi a Atlanta, GA, USA nel 7-25 June 2021) [10.1109/IMS19712.2021.9574884]. 1-gen-2021 Mostafa, SedaghatRiccardo, TrincheroFlavio, Canavero IMS2021_Mostafa Sedaghat.pdfSedaghat-Compressed.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.pdfMachine_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.pdfEMC_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.pdfjnl-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.pdf09116816.pdf
Analysis of Parameter Variability in Integrated Devices by Partial Least Squares Regression / Larbi, Mourad; Trinchero, Riccardo; Canavero, Flavio G.; Besnier, Philippe; Swaminathan, Madhavan. - ELETTRONICO. - (2020). (Intervento presentato al convegno IEEE Workshop on Signal Propagation on Interconnects (SPI) tenutosi a Cologne (Germany) nel 17-20 May 2020) [10.1109/spi48784.2020.9218175]. 1-gen-2020 Larbi, MouradTrinchero, RiccardoCanavero, Flavio G.Swaminathan, Madhavan + PID6440213.pdfTrinchero-Analysis.pdf
Application of Different Learning Methods for the Modelling of Microstrip Characteristics / Soleimani, N.; Trinchero, R.; Canavero, F.. - 2020-:(2020), pp. 1-3. (Intervento presentato al convegno 2020 IEEE Electrical Design of Advanced Packaging and Systems, EDAPS 2020 tenutosi a chn nel 2020) [10.1109/EDAPS50281.2020.9312887]. 1-gen-2020 Soleimani N.Trinchero R.Canavero F. EDAPS20_Soleimani.pdf09312887.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.pdfTrinchero-Black-box.pdf