Archivio Istituzionale della RicercaMANFREDI, PAOLO
MANFREDI, PAOLO
Dipartimento di Elettronica e Telecomunicazioni
024543
Conservative Surrogate Modeling of Crosstalk with Application to Uncertainty Quantification
2023 Manfredi, Paolo
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
Subwavelength metamaterial devices with optimization and machine learning
2023 Melati, Daniele; Mokeddem, Zindine; Nuño Ruano, Paula; Cassan, Eric; Marris-Morini, Delphine; Vivien, Laurent; Alonso-Ramos, Carlos; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Milanizadeh, Maziyar; Zhang, Jianhao; Schmid, Jens H.; Cheben, Pavel; Khajavi, Shahrzad; Ye, Winnie N.; Waqas, Abi; Manfredi, Paolo
A probabilistic Gaussian process regression approach to uncertainty quantification in electromagnetic compatibility investigations
2022 Manfredi, Paolo; Trinchero, Riccardo
Development of a remedial course for students who attend classes of circuit theory
2022 Perano, ENRICO FAUSTO; Manfredi, Paolo
Dimensionality reduction and optimization for the inverse design of photonic integrated devices
2022 Melati, Daniele; Dezfouli, Mohsen Kamandar; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Schmid, Jens H.; Cheben, Pavel; Waqas, Abi; Manfredi, Paolo; Khajavi, Shahrzad; Ye, Winnie; Nuño-Ruano, Paula; Zhang, Jianhao; Cassan, Eric; Marris-Morini, Delphine; Vivien, Laurent; Alonso-Ramos, Carlos
Multi-objective optimization for photonic systems with advanced functionalities and improved performance
2022 Melati, D.; Dezfouli, M. K.; Grinberg, Y.; Al-Digeil, M.; Xu, D. -X.; Schmid, J. H.; Cheben, P.; Waqas, A.; Manfredi, P.; Khajavi, S.; Ye, W. N.; Nuño-Ruano, P.; Zhang, J.; Mokeddem, Z.; Cassan, E.; Marris-Morini, D.; Vivien, L.; Alonso-Ramos, C.
A Nonparametric Surrogate Model for Stochastic Crosstalk Analysis Including Confidence Bounds
2021 Manfredi, Paolo; Trinchero, Riccardo
Compressed stochastic macromodeling of electrical systems via rational polynomial chaos and principal component analysis
2021 Manfredi, Paolo; Grivet-Talocia, Stefano
Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities
2021 Melati, Daniele; Dezfouli, Mohsen Kamandar; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Schmid, Jens H.; Cheben, Pavel; Waqas, Abi; Manfredi, Paolo; Zhang, Jianhao; Vivien, Laurent; Alonso-Ramos, Carlos
Global design optimization in photonics: from high performance to fabrication robustness
2021 Melati, Daniele; Dezfouli, Mohsen Kamandar; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Schmid, Jens H.; Janz, Siegfried; Waqas, Abi; Manfredi, Paolo; Alonso-Ramos, Carlos; Vivien, Laurent
High-performance photonic integrated devices with machine learning and optimization
2021 Melati, Daniele; Dezfouli, Mohsen Kamandar; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Schmid, Jens H.; Cheben, Pavel; Waqas, Abi; Manfredi, Paolo; Zhang, Jianhao; Vivien, Laurent; Alonso-Ramos, Carlos
On the Exactness of Rational Polynomial Chaos Formulation for the Uncertainty Quantification of Linear Circuits in the Frequency Domain
2021 Manfredi, Paolo; Grivet-Talocia, Stefano
Statistical crosstalk analysis via probabilistic machine learning surrogates
2021 Manfredi, Paolo; Trinchero, Riccardo
A rational polynomial chaos formulation for the uncertainty quantification of linear circuits in the frequency domain
2020 Manfredi, Paolo; Grivet Talocia, Stefano
Uncertainty quantification of cable inductances and capacitances via mixed-fidelity models
2020 Manfredi, P.
A Hierarchical Approach to the Stochastic Analysis of Transmission Lines via Polynomial Chaos
2019 Manfredi, P.; Trinchero, R.
Improved Stochastic Macromodeling of Electrical Circuits via Rational Polynomial Chaos Expansions
2019 Manfredi, P.; Grivet-Talocia, S.
Machine-assisted design and stochastic analysis in integrated photonics
2019 Melati, Daniele; Grinberg, Yuri; Kamandar Dezfouli, Mohsen; Waqas, Abi; Manfredi, Paolo; Cheben, Pavel; Schmid, Jens H.; Janz, Siegfried; Sánchez-Postigo, Alejandro; Melloni, Andrea; Dan-Xia Xu, And
Performance robustness analysis in machine-assisted design of photonic devices
2019 Melati, D.; Grinberg, Y.; Waqas, A.; Manfredi, P.; Kamandar Dezfouli, M.; Cheben, P.; Schmid, J. H.; Janz, S.; Melloni, A.; Xu, D. -X.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Conservative Surrogate Modeling of Crosstalk with Application to Uncertainty Quantification / Manfredi, Paolo. - ELETTRONICO. - (2023), pp. 1-4. (Intervento presentato al convegno IEEE 27th Workshop on Signal and Power Integrity (SPI 2023) tenutosi a Aveiro, Portogallo nel 07-10 May 2023) [10.1109/SPI57109.2023.10145575]. | 1-gen-2023 | Manfredi, Paolo | cnf-2023-SPI.pdf; manfredi-SPI-2023-iris.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, Canada nel 28-30 June 2023). | 1-gen-2023 | Soleimani, NastaranManfredi, PaoloTrinchero, Riccardo | NEMO2023_UQ_LNA_Vector_Valued_KRR (2).pdf; Soleimani-Efficient.pdf |
| Subwavelength metamaterial devices with optimization and machine learning / Melati, Daniele; Mokeddem, Zindine; Nuño Ruano, Paula; Cassan, Eric; Marris-Morini, Delphine; Vivien, Laurent; Alonso-Ramos, Carlos; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Milanizadeh, Maziyar; Zhang, Jianhao; Schmid, Jens H.; Cheben, Pavel; Khajavi, Shahrzad; Ye, Winnie N.; Waqas, Abi; Manfredi, Paolo. - ELETTRONICO. - (2023). (Intervento presentato al convegno Smart Photonic and Optoelectronic Integrated Circuits 2023 (SPIE OPTO 2023) tenutosi a San Francisco, CA, USA nel Jan-Feb 2023) [10.1117/12.2649953]. | 1-gen-2023 | Manfredi, Paolo + | abstract_melati_photonic_west_2023.pdf |
| A probabilistic Gaussian process regression approach to uncertainty quantification in electromagnetic compatibility investigations / Manfredi, Paolo; Trinchero, Riccardo. - ELETTRONICO. - (2022), pp. 1-1. (Intervento presentato al convegno 3rd URSI Atlantic Radio Science meeting (AT-AP-RASC 2022) tenutosi a Gran Canaria, Spagna nel 29 maggio - 3 giugno 2022). | 1-gen-2022 | paolo manfrediriccardo trinchero | manfredi-AT-AP-RASC-2022-abstract-ieee-compliant.pdf |
| Development of a remedial course for students who attend classes of circuit theory / Perano, ENRICO FAUSTO; Manfredi, Paolo. - ELETTRONICO. - (2022), pp. 8-9. (Intervento presentato al convegno 4th International Conference on Higher Education Learning Methodologies and Technologies Online (HELMeTO 2022) tenutosi a Palermo, Italia nel 21-23 settembre 2022). | 1-gen-2022 | enrico peranopaolo manfredi | RC_paper_final.pdf; cnf-2022-HELMeTO.pdf |
| Dimensionality reduction and optimization for the inverse design of photonic integrated devices / Melati, Daniele; Dezfouli, Mohsen Kamandar; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Schmid, Jens H.; Cheben, Pavel; Waqas, Abi; Manfredi, Paolo; Khajavi, Shahrzad; Ye, Winnie; Nuño-Ruano, Paula; Zhang, Jianhao; Cassan, Eric; Marris-Morini, Delphine; Vivien, Laurent; Alonso-Ramos, Carlos. - ELETTRONICO. - (2022). (Intervento presentato al convegno Smart Photonic and Optoelectronic Integrated Circuits 2022 (SPIE OPTO 2022) tenutosi a San Francisco, CA, USA nel 5 Marzo 2022) [10.1117/12.2617543]. | 1-gen-2022 | Manfredi, Paolo + | abstract_melati_photonic_west_2022.pdf |
| Multi-objective optimization for photonic systems with advanced functionalities and improved performance / Melati, D.; Dezfouli, M. K.; Grinberg, Y.; Al-Digeil, M.; Xu, D. -X.; Schmid, J. H.; Cheben, P.; Waqas, A.; Manfredi, P.; Khajavi, S.; Ye, W. N.; Nuño-Ruano, P.; Zhang, J.; Mokeddem, Z.; Cassan, E.; Marris-Morini, D.; Vivien, L.; Alonso-Ramos, C.. - ELETTRONICO. - (2022). (Intervento presentato al convegno 24th Photonics North Conference (Photonics North 2022) tenutosi a Niagara Falls, ON, Canada nel May 2022). | 1-gen-2022 | P. Manfredi + | melati_photonics_north_2022.pdf |
| A Nonparametric Surrogate Model for Stochastic Crosstalk Analysis Including Confidence Bounds / Manfredi, Paolo; Trinchero, Riccardo. - ELETTRONICO. - (2021), pp. 1-4. (Intervento presentato al convegno 2021 IEEE 25th Workshop on Signal and Power Integrity tenutosi a Siegen, Germany nel 10-12 May 2021) [10.1109/spi52361.2021.9505176]. | 1-gen-2021 | Paolo ManfrediRiccardo Trinchero | manfredi-SPI-2021-final.pdf; cnf-2021-SPI.pdf |
| Compressed stochastic macromodeling of electrical systems via rational polynomial chaos and principal component analysis / Manfredi, Paolo; Grivet-Talocia, Stefano. - ELETTRONICO. - (2021), pp. 1-3. (Intervento presentato al convegno 2021 Asia-Pacific International Symposium on Electromagnetic Compatibility (APEMC 2021) tenutosi a Bali, Indonesia nel 27-30 settembre 2021) [10.1109/APEMC49932.2021.9596663]. | 1-gen-2021 | Manfredi, PaoloGrivet-Talocia, Stefano | 2021130778.pdf; cnf-2021-APEMC.pdf |
| Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities / Melati, Daniele; Dezfouli, Mohsen Kamandar; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Schmid, Jens H.; Cheben, Pavel; Waqas, Abi; Manfredi, Paolo; Zhang, Jianhao; Vivien, Laurent; Alonso-Ramos, Carlos. - ELETTRONICO. - (2021), pp. 1-4. (Intervento presentato al convegno 2021 European Conference on Optical Communication (ECOC 2021) tenutosi a Bordeaux, Francia nel 13-16 settembre 2021) [10.1109/ECOC52684.2021.9606084]. | 1-gen-2021 | Manfredi, Paolo + | cnf-2021-ECOC.pdf; ecoc_melati_2021_verified.pdf |
| Global design optimization in photonics: from high performance to fabrication robustness / Melati, Daniele; Dezfouli, Mohsen Kamandar; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Schmid, Jens H.; Janz, Siegfried; Waqas, Abi; Manfredi, Paolo; Alonso-Ramos, Carlos; Vivien, Laurent. - ELETTRONICO. - (2021). (Intervento presentato al convegno 23rd Photonics North Conference (PN 2021) tenutosi a Virtual Conference nel Maggio-giugno 2021). | 1-gen-2021 | Manfredi, Paolo + | 2021_PN_Daniele.pdf |
| High-performance photonic integrated devices with machine learning and optimization / Melati, Daniele; Dezfouli, Mohsen Kamandar; Grinberg, Yuri; Al-Digeil, Muhammad; Xu, Dan-Xia; Schmid, Jens H.; Cheben, Pavel; Waqas, Abi; Manfredi, Paolo; Zhang, Jianhao; Vivien, Laurent; Alonso-Ramos, Carlos. - ELETTRONICO. - (2021). (Intervento presentato al convegno 2021 European Optical Society Annual Meeting (EOSAM 2021) tenutosi a Roma nel 13-17 September, 2021). | 1-gen-2021 | Manfredi, Paolo + | abstract_EOSAM_2021_Daniele.pdf |
| On the Exactness of Rational Polynomial Chaos Formulation for the Uncertainty Quantification of Linear Circuits in the Frequency Domain / Manfredi, Paolo; Grivet-Talocia, Stefano. - STAMPA. - 36:(2021), pp. 23-31. (Intervento presentato al convegno Scientific Computing in Electrical Engineering (SCEE) tenutosi a Eindhoven, The Netherlands nel February 2020) [10.1007/978-3-030-84238-3_3]. | 1-gen-2021 | Manfredi, PaoloGrivet-Talocia, Stefano | manfredi-SCEE-Proceedings-final.pdf; Manfredi-Nilde.pdf |
| Statistical crosstalk analysis via probabilistic machine learning surrogates / Manfredi, Paolo; Trinchero, Riccardo. - ELETTRONICO. - (2021), pp. 1-3. (Intervento presentato al convegno IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS 2021) tenutosi a Austin, TX, USA nel 17-20 ottobre 2021) [10.1109/EPEPS51341.2021.9609229]. | 1-gen-2021 | Manfredi, PaoloTrinchero, Riccardo | manfredi-EPEPS-2021-final.pdf; cnf-2021-EPEPS.pdf |
| A rational polynomial chaos formulation for the uncertainty quantification of linear circuits in the frequency domain / Manfredi, Paolo; Grivet Talocia, Stefano. - ELETTRONICO. - (2020), pp. 1-2. (Intervento presentato al convegno 13th International Conference on Scientific Computing in Electrical Engineering (SCEE 2020) tenutosi a Eindhoven, Paesi Bassi nel 16-20 February, 2020). | 1-gen-2020 | Manfredi, PaoloGrivet Talocia, Stefano | manfredi.pdf |
| Uncertainty quantification of cable inductances and capacitances via mixed-fidelity models / Manfredi, P.. - ELETTRONICO. - (2020), pp. 1-5. (Intervento presentato al convegno 2020 International Symposium on Electromagnetic Compatibility (EMC Europe 2020) tenutosi a Rome, Italy nel 23-25 Sept. 2020) [10.1109/EMCEUROPE48519.2020.9245657]. | 1-gen-2020 | Manfredi P. | manfredi-mixed-fidelity-PC-final.pdf; cnf-2020-EMC-Europe.pdf |
| A Hierarchical Approach to the Stochastic Analysis of Transmission Lines via Polynomial Chaos / Manfredi, P.; Trinchero, R.. - ELETTRONICO. - (2019), pp. 1-4. (Intervento presentato al convegno 23rd IEEE Workshop on Signal and Power Integrity (SPI 2019) tenutosi a Chambery (Francia) nel 2019) [10.1109/SaPIW.2019.8781644]. | 1-gen-2019 | Manfredi P.Trinchero R. | manfredi-paper-final.pdf |
| Improved Stochastic Macromodeling of Electrical Circuits via Rational Polynomial Chaos Expansions / Manfredi, P.; Grivet-Talocia, S.. - ELETTRONICO. - (2019), pp. 511-514. (Intervento presentato al convegno 2019 Joint International Symposium on Electromagnetic Compatibility, Sapporo and Asia-Pacific International Symposium on Electromagnetic Compatibility, EMC Sapporo/APEMC 2019 tenutosi a Giappone nel 2019) [10.23919/EMCTokyo.2019.8893744]. | 1-gen-2019 | Manfredi P.Grivet-Talocia S. | cnf-2019-EMCSapporo&APEMC.pdf; manfredi-APEMC-2019-final.pdf |
| Machine-assisted design and stochastic analysis in integrated photonics / Melati, Daniele; Grinberg, Yuri; Kamandar Dezfouli, Mohsen; Waqas, Abi; Manfredi, Paolo; Cheben, Pavel; Schmid, Jens H.; Janz, Siegfried; Sánchez-Postigo, Alejandro; Melloni, Andrea; Dan-Xia Xu, And. - ELETTRONICO. - (2019), pp. 1-3. (Intervento presentato al convegno 21th European Conference on Integrated Optics (ECIO 2019) tenutosi a Gand (Belgio) nel 2019). | 1-gen-2019 | Paolo Manfredi + | cnf-2019-ECIO.pdf |
| Performance robustness analysis in machine-assisted design of photonic devices / Melati, D.; Grinberg, Y.; Waqas, A.; Manfredi, P.; Kamandar Dezfouli, M.; Cheben, P.; Schmid, J. H.; Janz, S.; Melloni, A.; Xu, D. -X.. - ELETTRONICO. - 10922:(2019), pp. 031-039. (Intervento presentato al convegno Smart Photonic and Optoelectronic Integrated Circuits XXI 2019 tenutosi a San Francisco, CA (USA) nel 2019) [10.1117/12.2508602]. | 1-gen-2019 | Manfredi P. + | melati_statistics_pw_2019_paper_v2.pdf; cnf-2018-SPIE-OPTO.pdf |