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Personal profile

Academic background

Maarten Schoukens received the master’s degree in electrical engineering and the Ph.D. degree in engineering from the Vrije Universiteit Brussel (VUB), Brussels, Belgium, in 2010 and 2015 respectively. From 2015 to 2017, he has been a Post-Doctoral Researcher with the ELEC Department, VUB. In October 2017 he joined the Control Systems research group, TU/e, Eindhoven, The Netherlands as a Post-Doctoral Researcher, since 2018 he is an Assistant Professor in the same group.

Research profile

Maarten Schoukens is Assistant Professor in the Control Systems (CS) Group at the Department of Electrical Engineering, Eindhoven University of Technology. His main research interests include the measurement and data-driven modelling of nonlinear dynamical and linear parameter-varying systems using system identification and machine learning techniques, experimental design, and frequency domain methods in identification. Maarten was awarded an FWO Ph.D. Fellowship in 2011, and a EU - Marie Skłodowska-Curie Individual Fellowship in 2018. Maarten is co-organizer of the nonlinearbenchmark.org initiative promoting the use of common datasets in data-driven nonlinear dynamical modelling research.

External positions

Post-Doctoral Researcher, Vrije Universiteit Brussel

May 2015Sep 2017

PhD Student, Vrije Universiteit Brussel

Aug 2010May 2015

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Projects

Research Output

Extending the Best Linear Approximation framework to the process noise case

Schoukens, M., Pintelon, R. M., Dobrowiecki, T. & Schoukens, J., Apr 2020, In : IEEE Transactions on Automatic Control. 65, 4, p. 1514-1524 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

  • 1 Citation (Scopus)
    6 Downloads (Pure)

    Data-driven modelling of dynamical systems using tree adjoining grammar and genetic programming

    Khandelwal, D., Schoukens, M. & Toth, R., 1 Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 2673-2680 8 p. 8790250

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • 5 Downloads (Pure)

    Feedback for nonlinear system identification

    Burghi, T., Schoukens, M. & Sepulchre, R., 1 Jun 2019, 2019 18th European Control Conference, ECC 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 1344-1349 6 p. 8795769

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • 2 Downloads (Pure)

    Frequency response functions of linear parameter-varying systems

    Schoukens, M. & Tóth, R., 4 Nov 2019, In : IFAC-PapersOnLine. 52, 28, p. 32-37 6 p.

    Research output: Contribution to journalConference articleAcademicpeer-review

    Open Access
    File
  • 9 Downloads (Pure)

    Prizes

    FWO-Vlaanderen PhD Fellowship

    Maarten Schoukens (Recipient), 2011

    Prize: OtherScholarshipsScientific

    Marie Skłodowska-Curie Individual Fellowship

    Maarten Schoukens (Recipient), 2018

    Prize: OtherScholarshipsScientific

    VUB - OZR Postdoctoral Fellowship

    Maarten Schoukens (Recipient), 2015

    Prize: OtherScholarshipsScientific

  • Activities

    • 4 Editorial activity
    • 1 Conference

    ECC (Publisher)

    Maarten Schoukens (Editorial board member)
    2019 → …

    Activity: Publication peer-review and editorial work typesEditorial activityScientific

    IEEE-CSS (Publisher)

    Maarten Schoukens (Editorial board member)
    2019 → …

    Activity: Publication peer-review and editorial work typesEditorial activityScientific

    3rd IFAC Workshop on Linear Parameter-Varying Systems

    Maarten Schoukens (Organiser)
    2019

    Activity: Participating in or organising an event typesConferenceScientific

    Measurement: Journal of the International Measurement Confederation (Journal)

    Maarten Schoukens (Editorial board member)
    Jan 2018 → …

    Activity: Publication peer-review and editorial work typesEditorial activityScientific

    Mechanical Systems and Signal Processing (Journal)

    Maarten Schoukens (Guest editor)
    20162018

    Activity: Publication peer-review and editorial work typesEditorial activityScientific

    Courses

    Systems

    1/09/12 → …

    Course