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Vector-Valued Kernel Ridge Regression for the Modeling of the Scattering Parameters of a Slotted Ground PCB Structure
2024 Soleimani, Nastaran; Bradde, Tommaso; Manfredi, Paolo; Stievano, Igor; Trinchero, Riccardo
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.
Efficient Implementation of the Vector-Valued Kernel Ridge Regression for the Parametric Modeling of the Frequency-Response of a High-Speed Link
2023 Soleimani, Nastaran; Trinchero, Riccardo
Efficient Implementation of the Vector-Valued Kernel Ridge Regression for the Uncertainty Quantification of the Scattering Parameters of a 2-GHz Low-Noise Amplifier
2023 Soleimani, Nastaran; Manfredi, Paolo; Trinchero, Riccardo
Machine Learning based Surrogate Modeling of Electronic Devices and Circuits
2023 Soleimani, Nastaran
Modeling of a High-Speed Link Based on an Efficient Implementation of Vector-Valued Machine Learning Kernel Regression
2023 Soleimani, Nastaran; Trinchero, Riccardo; Canavero, Flavio
Stochastic Time-Domain Mapping for Comprehensive Uncertainty Assessment in Eye Diagrams
2023 Telescu, M; Trinchero, R; Soleimani, N; Tanguy, N; Stievano, Is
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 Complex-Valued Least Squares Support Vector Machine Regression for Modeling of the Frequency-Domain Responses of Electromagnetic Structures
2022 Soleimani, N.; Trinchero, R.
Vector-Valued Kernel Ridge Regression for the Modeling of High-Speed Links
2022 Soleimani, Nastaran; Trinchero, Riccardo; Canavero, Flavio
Detection of brain lesion location in MRI images using convolutional neural network and robust PCA
2021 Ahmadi, Mohsen; Sharifi, Abbas; Jafarian Fard, Mahta; Soleimani, Nastaran
Application of Different Learning Methods for the Modelling of Microstrip Characteristics
2020 Soleimani, N.; Trinchero, R.; Canavero, F.
Crosstalk analysis at near-end and far-end of the coupled transmission lines based on eigenvector decomposition
2019 Soleimani, Nastaran; Alijani, Mohammad G. H.; Neshati, Mohammad H.
Crosstalk analysis of multi‐microstrip coupled lines using transmission line modeling
2019 Soleimani, Nastaran; Alijani, Mohammad G. H.; Neshati, Mohammad H.
Crosstalk analysis of uniform and nonuniform lossy microstrip-coupled transmission lines
2019 Soleimani, N.; Alijani, M. G. H.; Neshati, M. H.
Power transmission through a single conductive element
2019 GHadikolaei Alijani, Mohammad; Soleimani, Nastaran; Hassan Neshati, Mohammad
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Vector-Valued Kernel Ridge Regression for the Modeling of the Scattering Parameters of a Slotted Ground PCB Structure / Soleimani, Nastaran; Bradde, Tommaso; Manfredi, Paolo; Stievano, Igor; Trinchero, Riccardo. - ELETTRONICO. - (2024). (Intervento presentato al convegno 4th URSI Atlantic Radio Science Meeting (AT-RASC) tenutosi a Meloneras (Spain) nel 19-24 May, 2024) [10.46620/URSIATRASC24/QEMA5566]. | 1-gen-2024 | Soleimani, NastaranBradde, TommasoManfredi, PaoloStievano, IgorTrinchero, Riccardo | 2024007753.pdf; Vector-Valued_Kernel_Ridge_Regression_for_the_Modeling_of_the_Scattering_Parameters_of_a_Slotted_Ground_PCB_Structure.pdf |
| 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 |
| Efficient Implementation of the Vector-Valued Kernel Ridge Regression for the Parametric Modeling of the Frequency-Response of a High-Speed Link / Soleimani, Nastaran; Trinchero, Riccardo. - ELETTRONICO. - (2023). (Intervento presentato al convegno 35th URSI General Assembly and Scientific Symposium (URSI GASS 2023) tenutosi a Sapporo, Japan nel 19-26 August 2023) [10.23919/URSIGASS57860.2023.10265393]. | 1-gen-2023 | Soleimani, NastaranTrinchero, Riccardo | URSI_GASS2023_Sylv_vector_KRR.pdf; Efficient_Implementation_of_the_Vector-Valued_Kernel_Ridge_Regression_for_the_Parametric_Modeling_of_the_Frequency-Response_of_a_High-Speed_Link.pdf |
| Efficient Implementation of the Vector-Valued Kernel Ridge Regression for the Uncertainty Quantification of the Scattering Parameters of a 2-GHz Low-Noise Amplifier / Soleimani, Nastaran; Manfredi, Paolo; Trinchero, Riccardo. - ELETTRONICO. - (2023), pp. 143-146. (Intervento presentato al convegno IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO'2023) tenutosi a Winnipeg, MB (CAN) nel 28-30 June 2023) [10.1109/NEMO56117.2023.10202518]. | 1-gen-2023 | Soleimani, NastaranManfredi, PaoloTrinchero, Riccardo | NEMO2023_UQ_LNA_Vector_Valued_KRR (2).pdf; Soleimani-Efficient.pdf |
| Machine Learning based Surrogate Modeling of Electronic Devices and Circuits / Soleimani, Nastaran. - (2023 Jul 10), pp. 1-112. | 10-lug-2023 | SOLEIMANI, NASTARAN | NS_PhD_thesis.pdf; NS_PhD_thesis_abstract.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 |
| Stochastic Time-Domain Mapping for Comprehensive Uncertainty Assessment in Eye Diagrams / Telescu, M; Trinchero, R; Soleimani, N; Tanguy, N; Stievano, Is. - In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. - ISSN 0018-9375. - ELETTRONICO. - 65:6(2023), pp. 1930-1938. [10.1109/TEMC.2023.3317974] | 1-gen-2023 | Trinchero, RSoleimani, NStievano, IS + | jnl-2023-TEMC-EYE-IEEE.pdf; jnl-2023-TEMC-EYE-Authors.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 Complex-Valued Least Squares Support Vector Machine Regression for Modeling of the Frequency-Domain Responses of Electromagnetic Structures / Soleimani, N.; Trinchero, R.. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 11:4(2022), p. 551. [10.3390/electronics11040551] | 1-gen-2022 | Soleimani N.Trinchero R. | electronics-11-00551-v2.pdf; electronics-1555570.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.pdf; Vector-Valued_Kernel_Ridge_Regression_for_the_Modeling_of_High-Speed_Links.pdf |
| Detection of brain lesion location in MRI images using convolutional neural network and robust PCA / Ahmadi, Mohsen; Sharifi, Abbas; Jafarian Fard, Mahta; Soleimani, Nastaran. - In: INTERNATIONAL JOURNAL OF NEUROSCIENCE. - ISSN 0020-7454. - ELETTRONICO. - (2021), pp. 1-12. [10.1080/00207454.2021.1883602] | 1-gen-2021 | Soleimani, Nastaran + | DetectionofbrainlesionlocationinMRIimagesusingconvolutionalneuralnetworkandrobustPCA.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.pdf; 09312887.pdf |
| Crosstalk analysis at near-end and far-end of the coupled transmission lines based on eigenvector decomposition / Soleimani, Nastaran; Alijani, Mohammad G. H.; Neshati, Mohammad H.. - In: AEÜ. INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS. - ISSN 1434-8411. - ELETTRONICO. - 112:(2019), p. 152944. [10.1016/j.aeue.2019.152944] | 1-gen-2019 | Soleimani, Nastaran + | Crosstalk analysis at near-end and far-end of the coupled transmission.pdf; Near end_Far_end.pdf |
| Crosstalk analysis of multi‐microstrip coupled lines using transmission line modeling / Soleimani, Nastaran; Alijani, Mohammad G. H.; Neshati, Mohammad H.. - In: INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING. - ISSN 1096-4290. - ELETTRONICO. - 29:6(2019), p. e21677. [10.1002/mmce.21677] | 1-gen-2019 | Soleimani, Nastaran + | Crosstalk analysis of multi-microstrip coupled lines using.pdf; RFMic-final-revised-03.pdf |
| Crosstalk analysis of uniform and nonuniform lossy microstrip-coupled transmission lines / Soleimani, N.; Alijani, M. G. H.; Neshati, M. H.. - In: INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING. - ISSN 1096-4290. - ELETTRONICO. - 29:11(2019). [10.1002/mmce.21916] | 1-gen-2019 | Soleimani N. + | Crosstalk analysis of uniform and nonuniform lossy.pdf; Journal Paper II.pdf |
| Power transmission through a single conductive element / GHadikolaei Alijani, Mohammad; Soleimani, Nastaran; Hassan Neshati, Mohammad. - (2019). | 1-gen-2019 | Nastaran Soleimani + | US10868525.pdf |