Archivio Istituzionale della RicercaMANFREDI, PAOLO
MANFREDI, PAOLO
Dipartimento di Elettronica e Telecomunicazioni
024543
A Remedial Course in Moodle for Undergraduate Classes of Circuit Theory
2026 Manfredi, Paolo; Perano, Enrico
Polynomial chaos vs kernel machine learning methods for uncertainty quantification: A comparative study and benchmarking with the hybrid PCE-GPR approach
2026 Manfredi, Paolo
A hybrid polynomial chaos expansion – Gaussian process regression method for Bayesian uncertainty quantification and sensitivity analysis
2025 Manfredi, Paolo
A Multi-Output Active Learning Method for the Uncertainty Quantification of PCB Lines
2025 Cusano, Michele; Trinchero, Riccardo; Stievano, Igor S.; Grivet-Talocia, Stefano; Manfredi, Paolo; Schatt, Stefanie
Benchmark datasets for the PCE-GPR Toolbox
2025 Manfredi, Paolo
Detection and Evaluation of Shield Damage Defects in Power Cables Using an Improved Dual-Frequency Time–Frequency Domain Reflectometry
2025 Zhao, Kun; Grivet-Talocia, Stefano; Manfredi, Paolo; Yan, Yuan; Li, Hongjie
Impact of Fuzz Button Degradation on AM and PRBS Signal Transmission
2025 Wang, Wenjia; Gao, Jinchun; Manfredi, Paolo; Stievano, Igor S.
PCE-GPR: A toolbox for high-dimensional uncertainty quantification
2025 Manfredi, Paolo
Size Assessment of Power Cable Shield Corrosion Defects Using Double-Frequency Time–Frequency-Domain Reflectometry
2025 Zhao, Kun; Grivet-Talocia, Stefano; Manfredi, Paolo; Yan, Yuan; Li, Hongjie
A Hybrid Polynomial Chaos Expansion and Gaussian Process Regression Method for Forward Uncertainty Quantification of Integrated Circuits
2024 Manfredi, Paolo; Trinchero, Riccardo
Compressed SPICE-Compliant IC Models via Machine Learning Kernel Regression
2024 Atlante, Marco; Trinchero, Riccardo; Bradde, Tommaso; Manfredi, Paolo; Stievano, Igor S.
Conservative Gaussian Process Models for Uncertainty Quantification and Bayesian Optimization in Signal Integrity Applications
2024 Manfredi, Paolo
Efficient Parametric Assessment of Worst-Case Voltage Droop in Power Delivery Networks
2024 Bradde, Tommaso; Carlucci, Antonio; Trinchero, Riccardo; Manfredi, Paolo; Grivet-Talocia, Stefano
Nonparametric formulation of polynomial chaos expansion based on least-square support-vector machines
2024 Manfredi, Paolo; Trinchero, Riccardo
PROBABILISTIC UNCERTAINTY PROPAGATION USING GAUSSIAN PROCESS SURROGATES
2024 Manfredi, Paolo
SPICE‐compliant load flow analysis of power distribution networks with behavioral loads
2024 Manfredi, Paolo; Trinchero, Riccardo; Memon, ZAIN ANWER; Stievano, Igor S.
Stochastic and multi-objective design of photonic devices with machine learning
2024 Manfredi, Paolo; Waqas, Abi; Melati, Daniele
Uncertainty Quantification and Sensitivity Analysis of Crosstalk in PCB Lines via the Combination of Machine Learning and Polynomial Chaos Expansion
2024 Manfredi, Paolo; Trinchero, Riccardo
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
A Stochastic Active Learning Strategy for Gaussian Process Models with Application to the Uncertainty Quantification of Signal Integrity
2023 Manfredi, Paolo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Remedial Course in Moodle for Undergraduate Classes of Circuit Theory / Manfredi, P., Perano, E.. - ELETTRONICO. - 21:(2026), pp. 204-216. [10.1109/RITA.2026.3673917] | 1-gen-2026 | Paolo ManfrediEnrico Perano | A_Remedial_Course_in_Moodle_for_Undergraduate_Classes_of_Circuit_Theory.pdf |
| Polynomial chaos vs kernel machine learning methods for uncertainty quantification: A comparative study and benchmarking with the hybrid PCE-GPR approach / Manfredi, P.. - In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING. - ISSN 0045-7825. - ELETTRONICO. - 449:(2026), pp. 1-35. [10.1016/j.cma.2025.118523] | 1-gen-2026 | Manfredi, Paolo | jnl-2026-CMAME-PCE-GPR-benchmark.pdf |
| A hybrid polynomial chaos expansion – Gaussian process regression method for Bayesian uncertainty quantification and sensitivity analysis / Manfredi, P.. - In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING. - ISSN 0045-7825. - 436:(2025), pp. 1-32. [10.1016/j.cma.2024.117693] | 1-gen-2025 | Manfredi, Paolo | jnl-2025-CMAME-PCE-GPR.pdf |
| A Multi-Output Active Learning Method for the Uncertainty Quantification of PCB Lines / Cusano, M., Trinchero, R., Stievano, I.S., Grivet-Talocia, S., Manfredi, P., Schatt, S.. - (2025), pp. 1-3. (2025 IEEE 29th Workshop on Signal and Power Integrity (SPI) Gaeta (Ita) 11-14 May 2025) [10.1109/spi64682.2025.11014393]. | 1-gen-2025 | Cusano, MicheleTrinchero, RiccardoStievano, Igor S.Grivet-Talocia, StefanoManfredi, Paolo + | cnf-2025-spi-GP-author.pdf; cnf-2025-spi-GP-ieee.pdf |
| Benchmark datasets for the PCE-GPR Toolbox / Manfredi, P.. - (2025). [10.5281/zenodo.15349690] | 1-gen-2025 | Paolo Manfredi | - |
| Detection and Evaluation of Shield Damage Defects in Power Cables Using an Improved Dual-Frequency Time–Frequency Domain Reflectometry / Zhao, K., Grivet-Talocia, S., Manfredi, P., Yan, Y., Li, H.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 18:19(2025). [10.3390/en18195214] | 1-gen-2025 | Zhao, KunGrivet-Talocia, StefanoManfredi, PaoloYan, Yuan + | energies-18-05214.pdf |
| Impact of Fuzz Button Degradation on AM and PRBS Signal Transmission / Wang, W., Gao, J., Manfredi, P., Stievano, I.S.. - In: IET MICROWAVES, ANTENNAS & PROPAGATION. - ISSN 1751-8725. - ELETTRONICO. - 19:1(2025). [10.1049/mia2.70022] | 1-gen-2025 | Manfredi, PaoloStievano, Igor S. + | jnl-2025-IETMAP-CSC-OA.pdf |
| PCE-GPR: A toolbox for high-dimensional uncertainty quantification / Manfredi, P.. - (2025). [10.5281/zenodo.15348860] | 1-gen-2025 | Paolo Manfredi | - |
| Size Assessment of Power Cable Shield Corrosion Defects Using Double-Frequency Time–Frequency-Domain Reflectometry / Zhao, K., Grivet-Talocia, S., Manfredi, P., Yan, Y., Li, H.. - In: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. - ISSN 0018-9456. - 74:(2025), pp. 1-11. [10.1109/tim.2025.3546393] | 1-gen-2025 | Zhao, KunGrivet-Talocia, StefanoManfredi, Paolo + | jnl-2025-tim-kunzhao-IEEE.pdf; jnl-2025-tim-kunzhao.pdf |
| A Hybrid Polynomial Chaos Expansion and Gaussian Process Regression Method for Forward Uncertainty Quantification of Integrated Circuits / Manfredi, P., Trinchero, R.. - (2024), pp. 1-3. (33rd IEEE Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS 2024) Toronto (Can) 06-09 October 2024) [10.1109/epeps61853.2024.10754236]. | 1-gen-2024 | Manfredi, PaoloTrinchero, Riccardo | cnf-2024-EPEPS-PCE-GPR.pdf; manfredi-EPEPS-2024-PCE-GPR-final.pdf |
| Compressed SPICE-Compliant IC Models via Machine Learning Kernel Regression / Atlante, M., Trinchero, R., Bradde, T., Manfredi, P., Stievano, I.S.. - ELETTRONICO. - (2024), pp. 1-3. (IEEE Electrical Design of Advanced Packaging and Systems (EDAPS) Bangalore (Ind) 17-19 December 2024) [10.1109/edaps64431.2024.10988464]. | 1-gen-2024 | Atlante, MarcoTrinchero, RiccardoBradde, TommasoManfredi, PaoloStievano, Igor S. | cnf-2024-EDAPS-IC-IEEE.pdf; cnf-2024-EDAPS-IC-Author.pdf |
| Conservative Gaussian Process Models for Uncertainty Quantification and Bayesian Optimization in Signal Integrity Applications / Manfredi, P.. - In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY. - ISSN 2156-3950. - STAMPA. - 14:7(2024), pp. 1-12. [10.1109/tcpmt.2024.3390402] | 1-gen-2024 | Manfredi, Paolo | Manfredi-Conservative.pdf; Manfredi-Conservative.1.pdf |
| Efficient Parametric Assessment of Worst-Case Voltage Droop in Power Delivery Networks / Bradde, T., Carlucci, A., Trinchero, R., Manfredi, P., Grivet-Talocia, S.. - ELETTRONICO. - (2024). (2024 IEEE 33rd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS) Toronto (Can) 06-09 October 2024) [10.1109/epeps61853.2024.10754453]. | 1-gen-2024 | Bradde, TommasoCarlucci, AntonioTrinchero, RiccardoManfredi, PaoloGrivet-Talocia, Stefano | cnf-2024-epeps-droop.pdf; cnf-2024-epeps-droop-IEEE-1-mini.pdf |
| Nonparametric formulation of polynomial chaos expansion based on least-square support-vector machines / Manfredi, P., Trinchero, R.. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - STAMPA. - 133:Part C(2024), pp. 1-20. [10.1016/j.engappai.2024.108182] | 1-gen-2024 | Manfredi, PaoloTrinchero, Riccardo | jnl-2024-EAAI-PCE-LSSVM.pdf |
| PROBABILISTIC UNCERTAINTY PROPAGATION USING GAUSSIAN PROCESS SURROGATES / Manfredi, P.. - In: INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION. - ISSN 2152-5099. - 14:6(2024), pp. 71-104. [10.1615/int.j.uncertaintyquantification.2024052162] | 1-gen-2024 | Manfredi, Paolo | jnl-2024-IJUQ-GPR.pdf; manfredi-IJ4UQ-GPR-UQ-final.pdf |
| SPICE‐compliant load flow analysis of power distribution networks with behavioral loads / Manfredi, P., Trinchero, R., Memon, Z.A., Stievano, I.S.. - In: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS. - ISSN 0098-9886. - STAMPA. - 52:4(2024), pp. 1597-1606. [10.1002/cta.3853] | 1-gen-2024 | Paolo ManfrediRiccardo TrincheroZain Anwer MemonIgor S. Stievano | jnl-2023-IJCTA-power-flow.pdf |
| Stochastic and multi-objective design of photonic devices with machine learning / Manfredi, P., Waqas, A., Melati, D.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 14:1(2024), pp. 1-11. [10.1038/s41598-024-57315-4] | 1-gen-2024 | Manfredi, Paolo + | jnl-2024-SciRep.pdf |
| Uncertainty Quantification and Sensitivity Analysis of Crosstalk in PCB Lines via the Combination of Machine Learning and Polynomial Chaos Expansion / Manfredi, P., Trinchero, R.. - (2024), pp. 639-642. (2024 IEEE Joint International Symposium on Electromagnetic Compatibility, Signal & Power Integrity: EMC Japan / Asia-Pacific International Symposium on Electromagnetic Compatibility (EMC Japan/APEMC Okinawa) Okinawa, Giappone 20-24 maggio 2024) [10.23919/emcjapan/apemcokinaw58965.2024.10584863]. | 1-gen-2024 | Manfredi, PaoloTrinchero, Riccardo | manfredi-APEMC-2024-final.pdf; cnf-2024-APEMC.pdf |
| Vector-Valued Kernel Ridge Regression for the Modeling of the Scattering Parameters of a Slotted Ground PCB Structure / Soleimani, N., Bradde, T., Manfredi, P., Stievano, I., Trinchero, R.. - ELETTRONICO. - (2024). (4th URSI Atlantic Radio Science Meeting (AT-RASC) Meloneras (Spain) 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 |
| A Stochastic Active Learning Strategy for Gaussian Process Models with Application to the Uncertainty Quantification of Signal Integrity / Manfredi, P.. - ELETTRONICO. - (2023), pp. 1-3. (IEEE Electrical Design of Advanced Packaging and Systems (EDAPS 2023) Flic-en-Flac (Mauritius) 12-14 dicembre 2023) [10.1109/edaps58880.2023.10468524]. | 1-gen-2023 | Manfredi, Paolo | manfredi-EDAPS-2023-active-learning-GPR-final.pdf; cnf-2024-EDAPS.pdf |