Archivio Istituzionale della RicercaMANFREDI, PAOLO
MANFREDI, PAOLO
Dipartimento di Elettronica e Telecomunicazioni
024543
Development of a remedial course for students who attend classes of circuit theory
2022 Perano, ENRICO FAUSTO; Manfredi, Paolo
A probabilistic Gaussian process regression approach to uncertainty quantification in electromagnetic compatibility investigations
2022 Manfredi, Paolo; Trinchero, Riccardo
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
A Probabilistic Machine Learning Approach for the Uncertainty Quantification of Electronic Circuits Based on Gaussian Process Regression
2022 Manfredi, P.; Trinchero, R.
Polynomial chaos based uncertainty quantification in electrical engineering: applications
2021 Manfredi, Paolo; Ginste, Dries Vande
Performance Variability Analysis of Photonic Circuits with Many Correlated Parameters
2021 Waqas, A.; Manfredi, P.; Melati, D.
Statistical crosstalk analysis via probabilistic machine learning surrogates
2021 Manfredi, Paolo; Trinchero, Riccardo
Polynomial chaos based uncertainty quantification in electrical engineering: theory
2021 Manfredi, Paolo; Ginste, Dries Vande
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
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
Fast Stochastic Surrogate Modeling via Rational Polynomial Chaos Expansions and Principal Component Analysis
2021 Manfredi, P.; Grivet-Talocia, S.
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
A rational polynomial chaos formulation for the uncertainty quantification of linear circuits in the frequency domain
2020 Manfredi, Paolo; Grivet Talocia, Stefano
A Hybrid Perturbative-Stochastic Galerkin Method for the Variability Analysis of Nonuniform Transmission Lines
2020 Wu, Xinglong; Manfredi, Paolo; Vande Ginste, Dries; Grassi, Flavia
A Data Compression Strategy for the Efficient Uncertainty Quantification of Time-Domain Circuit Responses
2020 Manfredi, P.; Trinchero, R.
A Hierarchical Approach to Dimensionality Reduction and Nonparametric Problems in the Polynomial Chaos Simulation of Transmission Lines
2020 Manfredi, Paolo
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.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| A Probabilistic Machine Learning Approach for the Uncertainty Quantification of Electronic Circuits Based on Gaussian Process Regression / Manfredi, P.; Trinchero, R.. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - STAMPA. - 41:8(2022), pp. 2638-2651. [10.1109/TCAD.2021.3112138] | 1-gen-2022 | Manfredi P.Trinchero R. | FINAL VERSION.pdf; jnl-2022-TCAD-GPR-UQ.pdf |
| Polynomial chaos based uncertainty quantification in electrical engineering: applications / Manfredi, Paolo; Ginste, Dries Vande - In: Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems / Roy S.. - STAMPA. - Stevenage, Regno Unito : IET - The Institution of Engineering and Technology, 2021. - ISBN 9781839531712. - pp. 49-77 [10.1049/SBEW552E_ch3] | 1-gen-2021 | Manfredi, Paolo + | bk-2021-IET-Roy-Ch3.pdf; Manfredi_VandeGinste_IET_Book___Chapter_3.pdf |
| Performance Variability Analysis of Photonic Circuits with Many Correlated Parameters / Waqas, A.; Manfredi, P.; Melati, D.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - STAMPA. - 39:14(2021), pp. 4737-4744. [10.1109/JLT.2021.3076023] | 1-gen-2021 | Manfredi P. + | JLWT___Sparse_PCE___PCA.pdf; jnl-2021-JLT.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 |
| Polynomial chaos based uncertainty quantification in electrical engineering: theory / Manfredi, Paolo; Ginste, Dries Vande - In: Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems / Roy S.. - STAMPA. - Stevenage, Regno Unito : IET - The Institution of Engineering and Technology, 2021. - ISBN 9781839531712. - pp. 21-48 [10.1049/SBEW552E_ch2] | 1-gen-2021 | Manfredi, Paolo + | Manfredi_VandeGinste_IET_Book___Chapter_2.pdf; bk-2021-IET-Roy-Ch2.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 |
| 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 |
| Fast Stochastic Surrogate Modeling via Rational Polynomial Chaos Expansions and Principal Component Analysis / Manfredi, P.; Grivet-Talocia, S.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 9:(2021), pp. 102732-102745. [10.1109/ACCESS.2021.3097543] | 1-gen-2021 | Manfredi P.Grivet-Talocia S. | FINAL VERSION.pdf; jnl-2021-Access-rational-PC-PCA.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 (MATHEMATICS IN INDUSTRY). - In: Scientific Computing in Electrical Engineering / van Beurden, M., Budko, N., Schilders, W.. - STAMPA. - Cham, Svizzera : Springer, 2021. - ISBN 978-3-030-84237-6. - pp. 23-31 [10.1007/978-3-030-84238-3_3] | 1-gen-2021 | Manfredi, PaoloGrivet-Talocia, Stefano | manfredi-SCEE-Proceedings-final.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 |
| A Hybrid Perturbative-Stochastic Galerkin Method for the Variability Analysis of Nonuniform Transmission Lines / Wu, Xinglong; Manfredi, Paolo; Vande Ginste, Dries; Grassi, Flavia. - In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. - ISSN 0018-9375. - STAMPA. - 62:3(2020), pp. 746-754. [10.1109/TEMC.2019.2922407] | 1-gen-2020 | Manfredi, Paolo + | jnl-2019-TEMC-616-2018-final.pdf; jnl-2020-TEMC-perturbative-SGM-transmission-lines.pdf |
| A Data Compression Strategy for the Efficient Uncertainty Quantification of Time-Domain Circuit Responses / Manfredi, P.; Trinchero, R.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 8:(2020), pp. 92019-92027. [10.1109/ACCESS.2020.2993338] | 1-gen-2020 | Manfredi P.Trinchero R. | 09089867.pdf; FINAL Article.pdf |
| A Hierarchical Approach to Dimensionality Reduction and Nonparametric Problems in the Polynomial Chaos Simulation of Transmission Lines / Manfredi, Paolo. - In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. - ISSN 0018-9375. - STAMPA. - 62:3(2020), pp. 736-745. [10.1109/TEMC.2019.2918724] | 1-gen-2020 | Manfredi, Paolo | FINAL VERSION.pdf; jnl-2020-TEMC-hierarchical-PC.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 |