Associate Professor (L. 240)
Department of Electronics and Telecommunications (DET)
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
Awards and Honors
- Best Paper Award EPEPS conferred by EPEPS Conference, United States (2010)
- Premio Optime conferred by Unione Industriale di Torino, Italy (2010)
- URSI Young Scientist Award conferred by International Union of Radio Science, Belgium (2011)
- Honorable Mention - IMS conferred by IEEE MTT-S International Microwave Symposium, United States (2011)
- Best Paper Award EPEPS conferred by EPEPS Conference, United States (2013)
Editorial boards
- IEEE JOURNAL ON MULTISCALE AND MULTIPHYSICS COMPUTATIONAL TECHNIQUES (2021-), Associate Editor of magazine or editorial series
- INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (2020-), Associate Editor of magazine or editorial series
- MATHEMATICAL PROBLEMS IN ENGINEERING (2018-), Associate Editor of magazine or editorial series
Conferences
- IEEE Workshop on Signal and Power Integrity (SPI), Program committee
- 21st IEEE Workshop on Signal and Power Integrity (SPI 2017) (1/1/2017-10/5/2017), Program chair
- IEEE Conference on Electrical Performance of Electronic Packages and Systems (EPEPS), Program committee
- 20th IEEE Workshop on Signal and Power Integrity (SPI 2016), Program chair
Other research or teaching roles outside Politecnico
- Ricercatore, presso Fonds Wetenschappelijk Onderzoek
- Visiting Researcher, presso Universiteit Gent (16/5/2013-14/6/2013)
- Visiting Researcher, presso Universiteit Gent (16/4/2012-13/7/2012)
- Visiting Researcher, presso University of Maryland (6/2/2012-30/3/2012)
- Visiting Researcher, presso University of Maryland (13/6/2011-1/7/2011)
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Biomedica. Componente
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
Teachings
PhD
- Spectral and machine learning methods for uncertainty quantification. A.A. 2023/24, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Teaching assistant
- Spectral and machine learning methods for uncertainty quantification. A.A. 2022/23, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Teaching assistant
- Spectral and machine learning methods for uncertainty quantification. A.A. 2020/21, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Teaching assistant
- Spectral and machine learning methods for uncertainty quantification. A.A. 2019/20, INGEGNERIA ELETTRICA, ELETTRONICA E DELLE COMUNICAZIONI. Teaching assistant
Master of Science
- Advanced design for signal integrity and compliance. A.A. 2024/25, NANOTECHNOLOGIES FOR ICTs (NANOTECNOLOGIE PER LE ICT). Collaboratore del corso
- Advanced design for signal integrity and compliance. A.A. 2023/24, NANOTECHNOLOGIES FOR ICTs (NANOTECNOLOGIE PER LE ICT). Collaboratore del corso
- Advanced design for signal integrity and compliance. A.A. 2022/23, NANOTECHNOLOGIES FOR ICTs (NANOTECNOLOGIE PER LE ICT). Collaboratore del corso
Bachelor of Science
- Elettrotecnica. A.A. 2024/25, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Elettrotecnica. A.A. 2024/25, INGEGNERIA BIOMEDICA. Titolare del corso
- Elettrotecnica. A.A. 2023/24, INGEGNERIA FISICA. Collaboratore del corso
- Elettrotecnica. A.A. 2023/24, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettrotecnica. A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Elettrotecnica. A.A. 2023/24, INGEGNERIA BIOMEDICA. Titolare del corso
- Elettrotecnica. A.A. 2022/23, INGEGNERIA FISICA. Collaboratore del corso
- Elettrotecnica. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Elettrotecnica. A.A. 2022/23, INGEGNERIA BIOMEDICA. Titolare del corso
- Elettrotecnica. A.A. 2021/22, INGEGNERIA FISICA. Collaboratore del corso
- Elettrotecnica. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Elettrotecnica. A.A. 2021/22, INGEGNERIA BIOMEDICA. Titolare del corso
- Elettrotecnica. A.A. 2020/21, INGEGNERIA BIOMEDICA. Titolare del corso
- Elettrotecnica. A.A. 2020/21, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettrotecnica. A.A. 2019/20, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettrotecnica. A.A. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Elettrotecnica. A.A. 2019/20, INGEGNERIA BIOMEDICA. Titolare del corso
- Elettrotecnica. A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Elettrotecnica. A.A. 2018/19, INGEGNERIA BIOMEDICA. Titolare del corso
Research
Research fields
- Compact dynamical modeling (DET)
- Modeling and Characterization of Cable Bundles and Interconnects (DET)
- Modeling and simulation of switching circuits (DET)
- Novel modeling concepts of complex interconnected energy systems (Gas, Power,…) (DET)
- Stochastic analysis of circuits, cables, and interconnects (DET)
Research groups
Supervised PhD students
- Sara Paknezhad Panahi. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39th cycle, 2023-in progress)
Research subject: Machine learning, Optimization, Metasurfaces, 5G, 6G, IoT
Big Data, Machine Learning, Neural Networks and Data Science Communication and Computer Networks Optical and Wireless Digital Transmissions Systems Big Data, Machine Learning, Neural Networks and Data Science Communication and Computer Networks Optical and Wireless Digital Transmissions Systems Big Data, Machine Learning, Neural Networks and Data Science Communication and Computer Networks Optical and Wireless Digital Transmissions Systems
Publications
PoliTO co-authors
Last years publications
Publications by type
Latest publications View all publications in Porto@Iris
- Soleimani, Nastaran; Bradde, Tommaso; Manfredi, Paolo; Stievano, Igor; Trinchero, ... (2024)
Vector-Valued Kernel Ridge Regression for the Modeling of the Scattering Parameters of a Slotted Ground PCB Structure. In: 2024 4th URSI Atlantic Radio Science Meeting (AT-RASC), 19-24 May
Contributo in Atti di Convegno (Proceeding) - Manfredi, Paolo (2024)
Conservative Gaussian Process Models for Uncertainty Quantification and Bayesian Optimization in Signal Integrity Applications. In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1-12. ISSN 2156-3950
Contributo su Rivista - Manfredi, Paolo; Waqas, Abi; Melati, Daniele (2024)
Stochastic and multi-objective design of photonic devices with machine learning. In: SCIENTIFIC REPORTS, vol. 14, pp. 1-11. ISSN 2045-2322
Contributo su Rivista - Manfredi, Paolo; Trinchero, Riccardo (2024)
Nonparametric formulation of polynomial chaos expansion based on least-square support-vector machines. In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 133, pp. 1-20. ISSN 0952-1976
Contributo su Rivista - Manfredi, Paolo (2023)
A Stochastic Active Learning Strategy for Gaussian Process Models with Application to the Uncertainty Quantification of Signal Integrity. In: IEEE Electrical Design of Advanced Packaging and Systems (EDAPS 2023), Flic-en-Flac (Mauritius), 12-14 dicembre 2023, pp. 1-3. ISBN: 979-8-3503-8376-8
Contributo in Atti di Convegno (Proceeding)