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 (ETF). 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. 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. 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
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 - Enrico Fausto Perano. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (35th cycle, 2019-in progress)
Research subject: Innovative teaching and learning methods on Circuit Theory
Communication and Computer Networks
Publications
PoliTO co-authors
Last years publications
Publications by type
Latest publications View all publications in Porto@Iris
- 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; Trinchero, Riccardo; Memon, ZAIN ANWER; Stievano, Igor S. (2024)
SPICE‐compliant load flow analysis of power distribution networks with behavioral loads. In: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, vol. 52, pp. 1597-1606. ISSN 0098-9886
Contributo su Rivista - Melati, Daniele; Mokeddem, Zindine; Nuño Ruano, Paula; Cassan, Eric; Marris-Morini, ... (2023)
Subwavelength metamaterial devices with optimization and machine learning. In: Smart Photonic and Optoelectronic Integrated Circuits 2023 (SPIE OPTO 2023), San Francisco, CA, USA, Jan-Feb 2023. ISBN: 9781510664371
Contributo in Atti di Convegno (Proceeding) - Melati, D.; Dezfouli, M. K.; Grinberg, Y.; Al-Digeil, M.; Xu, D. -X.; Schmid, J. H.; ... (2022)
Multi-objective optimization for photonic systems with advanced functionalities and improved performance. In: 24th Photonics North Conference (Photonics North 2022), Niagara Falls, ON, Canada, May 2022
Contributo in Atti di Convegno (Proceeding)