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M

Maarten Schoukens

hun-ren institute for computer science & control

18H-index
161Paper Count
1.3KCitation Count
Published Papers 24
Publication Date
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Port-Hamiltonian neural networks with output error noise models
errAutomatica
IF5.9
err2026-02-27
err0
errOAAI
errSarvin Moradi; Gerben I. Beintema; Nick O. Jaensson; Roland Tóth; Maarten Schoukens
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Orthogonal-by-construction augmentation of physics-based input-output models
errIFAC Journal of Systems and Control
IF1.8
err2026-02-01
err0
errOAAI
errGyorok, Bendeguz M.; Schoukens, Maarten; Peni, Tamas; Toth, Roland
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errSave
Learning-based model augmentation with LFRs
errEuropean Journal of Control
IF2.6
err2025-07-28
err0
PREAI
errJan H. Hoekstra; Chris Verhoek; Roland Tóth; Maarten Schoukens
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errSave
Locating nonlinearities in mechanical systems: A frequency-domain dynamic network perspective
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-02-01
err0
errOAAI
errClassens, Koen; Schoukens, Maarten; Oomen, Tom; Noel, Jean-Philippe
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Koopman form of nonlinear systems with inputs☆
errAUTOMATICA
IF5.9
err2024-04-01
err5
errOAAI
errIacob, Lucian Cristian; Toth, Roland; Schoukens, Maarten
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Identification of structured nonlinear state-space models for hysteretic systems using neural network hysteresis operators
errMEASUREMENT
IF5.6
err2024-01-01
err3
errOAAI
errKrikelis, Konstantinos; Pei, Jin-Song; van Berkel, Koos; Schoukens, Maarten
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errSave
Deep subspace encoders for nonlinear system identification
errAUTOMATICA
IF5.9
err2023-10-01
err15
errOAAI
errBeintema, Gerben I.; Schoukens, Maarten; Toth, Roland
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errSave
Feedback identification of conductance-based models ?
errAUTOMATICA
IF5.9
err2021-01-01
err7
errOAAI
errBurghi, Thiago B.; Schoukens, Maarten; Sepulchre, Rodolphe
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A Tree Adjoining Grammar representation for models of stochastic dynamical systems
errAUTOMATICA
IF5.9
err2020-09-01
err1
errOAAI
errKhandelwal, Dhruv; Schoukens, Maarten; Toth, Roland
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Extending the Best Linear Approximation Framework to the Process Noise Case
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2020-04-01
err8
errOAAI
errSchoukens, Maarten; Pintelon, Rik; Dobrowiecki, Tadeusz P.; Schoukens, Johan
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Best Linear Approximation of Nonlinear Continuous-Time Systems Subject to Process Noise and Operating in Feedback
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2020-01-01
err5
errOAAI
errPintelon, Rik; Schoukens, Maarten; Lataire, John
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Cross-fertilising research in nonlinear system identification between the mechanical, control and machine learning fields Editorial statement
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2019-09-01
err4
errOAAI
errNoel, J. P.; Schoukens, M.
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errSave
Sampled-data adaptive observer for state-affine systems with uncertain output equation
errAUTOMATICA
IF5.9
err2019-05-01
err15
errOAAI
errAhmed-Ali, Tarek; Tiels, Koen; Schoukens, Maarten; Giri, Fouad
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errSave
Nonparametric Data-Driven Modeling of Linear Systems ESTIMATING THE FREQUENCY RESPONSE AND IMPULSE RESPONSE FUNCTION
errIEEE CONTROL SYSTEMS MAGAZINE
IF6.3
err2018-08-01
err43
errOAAI
errSchoukens, Johan; Godfrey, Keith; Schoukens, Maarten
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Comparison of least squares and exponential sine sweep methods for Parallel Hammerstein Models estimation
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2018-05-01
err8
errOAAI
errRebillat, Marc; Schoukens, Maarten
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errSave
Identification of block-oriented nonlinear systems starting from linear approximations: A survey
errAUTOMATICA
IF5.9
err2017-11-01
err169
errOAAI
errSchoukens, Maarten; Tiels, Koen
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errSave
Structure Detection of Wiener-Hammerstein Systems With Process Noise
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2017-03-01
err19
errOAAI
errZhang, Erliang; Schoukens, Maarten; Schoukens, Johan
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Initial estimates for Wiener-Hammerstein models using phase-coupled multisines
errAUTOMATICA
IF5.9
err2015-10-01
err19
errOAAI
errTiels, Koen; Schoukens, Maarten; Schoukens, Johan
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errSave
Structure discrimination in block-oriented models using linear approximations: A theoretic framework
errAUTOMATICA
IF5.9
err2015-03-01
err29
errOAAI
errSchoukens, Johan; Pintelon, Rik; Rolain, Yves; Schoukens, Maarten; Tiels, Koen; Vanbeylen, Laurent; Van Mulders, Anne; Vandersteen, Gerd
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errSave
Parametric identification of parallel Wiener-Hammerstein systems
errAUTOMATICA
IF5.9
err2015-01-01
err35
errOAAI
errSchoukens, Maarten; Marconato, Anna; Pintelon, Rik; Vandersteen, Gerd; Rolain, Yves
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Research Directions

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Co-authors
Cooperation Journals
J
J. Schoukens
H-index: 59 · Papers: 1.0K
R
Rodolphe Sepulchre
H-index: 53 · Papers: 601
R
Rik Pintelon
H-index: 53 · Papers: 796
F
F. Giri
H-index: 38 · Papers: 428
K
K.R. Godfrey
H-index: 37 · Papers: 271
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