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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

Fingerprint Dive into the research topics where Maarten Schoukens is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Identification (control systems) Engineering & Materials Science
Nonlinear systems Engineering & Materials Science
Nonlinear Model Mathematics
Impulse response Engineering & Materials Science
Aircraft Engineering & Materials Science
Nonlinear Identification Mathematics
Frequency response Engineering & Materials Science
Linear systems Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2010 2019

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

Nonlinear dynamical systems
Genetic programming
Genetic Programming
Data-driven
Grammar

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

Nonlinear System Identification
system identification
nonlinear systems
Nonlinear systems
Identification (control systems)

Grammar-based representation and identification of dynamical systems

Khandelwal, D., Schoukens, M. & Toth, R., 1 Jun 2019, 2019 18th European Control Conference, ECC 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 1318-1323 6 p. 8795719

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

grammars
Model structures
Grammar
dynamical systems
Dynamical systems

Sampled-data adaptive observer for state-affine systems with uncertain output equation

Ahmed-Ali, T., Tiels, K., Schoukens, M. & Giri, F., 1 May 2019, In : Automatica. 103, p. 96-105 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Sampling
Observability
Nonlinear systems
Trajectories

Prizes

FWO-Vlaanderen PhD Fellowship

Maarten Schoukens (Recipient), 2011

Recognition: OtherScholarshipsScientific

Marie Skłodowska-Curie Individual Fellowship

Maarten Schoukens (Recipient), 2018

Recognition: OtherScholarshipsScientific

VUB - OZR Postdoctoral Fellowship

Maarten Schoukens (Recipient), 2015

Recognition: OtherScholarshipsScientific

Fellowship

Activities 2016 2018

  • 2 Editorial activity

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