Paolo Manfredi

Paolo Manfredi's picture

Full Professor (L. 240)
Department of Electronics and Telecommunications (DET)

Profile

Research interests

Circuit modeling
Circuit simulation
Kriging
Macromodeling
Multiconductor transmission lines
Polynomial chaos expansion
Surrogate model
Uncertainty quantification

Biography

Paolo Manfredi (S'10–M'14–SM'18) received the M.Sc. degree in electronic engineering from the Politecnico di Torino, Turin, Italy, in 2009, and the Ph.D. degree in information and communication technology from the Scuola Interpolitecnica di Dottorato, Politecnico di Torino, in 2013. From 2014 to 2017, he was a Post-Doctoral Research Fellow of the Research Foundation–Flanders (FWO) with the Electromagnetics Group, Department of Information Technology, Ghent University, Ghent, Belgium. He is currently a Full Professor with the EMC Group, Department of Electronics and Telecommunications, Politecnico di Torino. His research interests comprise the several aspects of circuit and interconnect modeling and simulation, including uncertainty quantification, surrogate modeling, signal integrity, and electromagnetic compatibility. Dr. Manfredi was a recipient of the Outstanding Young Scientist Award at the 2018 Joint IEEE International Symposium on Electromagnetic Compatibility & Asia-Pacific Symposium on Electromagnetic Compatibility, the Best Paper Award at the 2016 IEEE Electrical Design of Advanced Packaging and Systems Symposium, the Best Oral Paper Award and the Best Student Paper Award at the 22nd and 19th IEEE Conference on Electrical Performance of Electronic Packaging and Systems, respectively, the Young Scientist Award at the XXX International Union of Radio Science General Assembly and Scientific Symposium, and an Honorable Mention at the 2011 IEEE Microwave Theory and Techniques Society International Microwave Symposium. He is currently serving as an Associate Editor for IEEE Journal on Multiscale and Multiphysics Computational Techniques.

Scientific branch

IIET-01/A - Electrical Engineering
(Area 0009 - Industrial and information engineering)

Research topics

  • Active learning methods for the design, optimization, and uncertainty quantification of metasurfaces and integrated circuits
  • Gaussian process regression for uncertainty quantification
  • Hybrid polynomial chaos and machine learning methods for accurate high-dimensional uncertainty quantification

Skills

ERC sectors

PE7_3 - Simulation engineering and modelling

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

Teachings

PhD

MostraNascondi A.A. passati

Master of Science

MostraNascondi A.A. passati

Bachelor of Science

MostraNascondi A.A. passati

Research

Research fields

Research groups

Supervised PhD students

  • Michele Cusano. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (40th cycle, 2024-in progress)
  • 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
  • Kun Zhao. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (37th cycle, 2021-in progress)

Publications

PoliTO co-authors

Last years publications

Publications by type

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