Research Output per year
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 2015 → Sep 2017PhD Student, Vrije Universiteit Brussel
Aug 2010 → May 2015Fingerprint 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
Cross-fertilising research in nonlinear system identification between the mechanical, control and machine learning fields: Editorial statement
Noël, J. P. & Schoukens, M., 1 Sep 2019, In : Mechanical Systems and Signal Processing. 130, p. 213-220 8 p.Research output: Contribution to journal › Article › Academic › peer-review
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. 8790250Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-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. 8795769Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-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. 8795719Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-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 journal › Article › Academic › peer-review
Sampling
Observability
Nonlinear systems
Trajectories
Prizes
FWO-Vlaanderen PhD Fellowship
Maarten Schoukens (Recipient), 2011
Recognition: Other › Scholarships › Scientific
Marie Skłodowska-Curie Individual Fellowship
Maarten Schoukens (Recipient), 2018
Recognition: Other › Scholarships › Scientific
VUB - OZR Postdoctoral Fellowship
Maarten Schoukens (Recipient), 2015
Recognition: Other › Scholarships › Scientific
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 types › Editorial activity › Scientific
Mechanical Systems and Signal Processing (Journal)
Maarten Schoukens (Guest editor)2016 → 2018
Activity: Publication peer-review and editorial work types › Editorial activity › Scientific