Research Assistant
Department of Electronics and Telecommunications (DET)
Publications
Latest publications View all publications in Porto@Iris
- Soleimani, Nastaran (2023)
Machine Learning based Surrogate Modeling of Electronic Devices and Circuits. relatore: TRINCHERO, RICCARDO; CANAVERO, Flavio; , 35. XXXV Ciclo, P.: 112
Doctoral Thesis - Soleimani, Nastaran; Manfredi, Paolo; Trinchero, Riccardo (2023)
Efficient Implementation of the Vector-Valued Kernel Ridge Regression for the Uncertainty Quantification of the Scattering Parameters of a 2-GHz Low-Noise Amplifier. In: IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO'2023), Winnipeg, MB, Canada, 28-30 June 2023, pp. 143-146. ISBN: 979-8-3503-4740-1
Contributo in Atti di Convegno (Proceeding) - Soleimani, Nastaran; Trinchero, Riccardo; Canavero, Flavio (2023)
Modeling of a High-Speed Link Based on an Efficient Implementation of Vector-Valued Machine Learning Kernel Regression. In: 21ème Colloque International et Exposition sur la Compatibilité ÉlectroMagnétique (CEM 2023)
Contributo in Atti di Convegno (Proceeding) - Soleimani, Nastaran; Trinchero, Riccardo (2023)
Efficient Implementation of the Vector-Valued Kernel Ridge Regression for the Parametric Modeling of the Frequency-Response of a High-Speed Link. In: 35th URSI General Assembly and Scientific Symposium (URSI GASS 2023)
Contributo in Atti di Convegno (Proceeding) - Soleimani, Nastaran; Trinchero, Riccardo; Canavero, Flavio (2022)
Vector-Valued Kernel Ridge Regression for the Modeling of High-Speed Links. In: 2022 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), Limoges, France, 06-08 July 2022, pp. 1-4. ISBN: 978-1-6654-8633-0
Contributo in Atti di Convegno (Proceeding)