Maarten Schoukens 个人学术档案

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Roland TothFull Professor, Eindhoven University of Technology在 tue.nl 的电子邮件经过验证
Yves RolainVUB dept ELEC在 vub.ac.be 的电子邮件经过验证
Koen TielsLecturer, Eindhoven University of Technology (TU/e)在 tue.nl 的电子邮件经过验证
Gerben BeintemaEindhoven University of Technology在 tue.nl 的电子邮件经过验证
Jean-Philippe NoëlMechanical Engineering Department, KU Leuven在 kuleuven.be 的电子邮件经过验证
Rik PintelonProfessor in electrical engineering, Vrije Universiteit Brussel, dept. ELEC在 vub.ac.be 的电子邮件经过验证
Gerd VandersteenVrije Universiteit Brussel在 vub.be 的电子邮件经过验证
Dhruv Khandelwal在 vdletg.com 的电子邮件经过验证
Lucian Cristian IacobPhD Student, Control Systems Group, Eindhoven University of Technology在 tue.nl 的电子邮件经过验证
Rodolphe SepulchreProfessor of Engineering, KU Leuven and University of Cambridge在 kuleuven.be 的电子邮件经过验证
Thiago BurghiUniversity of Cambridge在 cam.ac.uk 的电子邮件经过验证
Chris VerhoekPhD Candidate in Control Systems group @TU/e在 tue.nl 的电子邮件经过验证
Sofie HaesaertElectrical Engineering Department, TU Eindhoven在 tue.nl 的电子邮件经过验证
Paul M.J. Van den HofProfessor Eindhoven University of Technology在 tue.nl 的电子邮件经过验证
Valentina BreschiAssistant Professor @ TU/e在 tue.nl 的电子邮件经过验证
Wouter M. KouwEindhoven University of Technology在 tue.nl 的电子邮件经过验证
Dhammika WidanageUniversity of Warwick, Vrije Universiteit Brussel在 wmg.warwick.ac.uk 的电子邮件经过验证
Gaetan KerschenUniversity of Liege在 ulg.ac.be 的电子邮件经过验证
J.H. HoekstraEindhoven University of Technology在 tue.nl 的电子邮件经过验证
Simone FormentinAssociate Professor, Politecnico di Milano在 polimi.it 的电子邮件经过验证

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Maarten Schoukens

Assistant Professor, Eindhoven University of Technology (TU/e)

在 tue.nl 的电子邮件经过验证 - 首页

system identification data-driven modeling machine learning for systems and control


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Identification of block-oriented nonlinear systems starting from linear approximations: A survey M Schoukens, K Tiels Automatica 85, 272-292, 2017	239	2017
Parametric identification of parallel Hammerstein systems M Schoukens, R Pintelon, Y Rolain Instrumentation and Measurement, IEEE Transactions on 60 (12), 3931 - 3938, 2011	85	2011
Identification of Wiener–Hammerstein systems by a nonparametric separation of the best linear approximation M Schoukens, R Pintelon, Y Rolain Automatica 50 (2), 628-634, 2014	72	2014
Three Benchmarks Addressing Open Challenges in Nonlinear System Identification M Schoukens, JP Noël IFAC-PapersOnLine 50 (1), 446-451, 2017	63	2017
Cascaded tanks benchmark combining soft and hard nonlinearities M Schoukens, P Mattsson, T Wigren, JP Noel Workshop on Nonlinear System Identification Benchmarks, 2016	60	2016
Parametric identification of parallel Wiener–Hammerstein systems M Schoukens, A Marconato, R Pintelon, G Vandersteen, Y Rolain Automatica 51, 111-122, 2015	57	2015
Nonparametric data-driven modeling of linear systems: estimating the frequency response and impulse response function J Schoukens, K Godfrey, M Schoukens IEEE Control Systems Magazine 38 (4), 49-88, 2018	56	2018
Filter-based regularisation for impulse response modelling A Marconato, M Schoukens, J Schoukens IET Control Theory & Applications 11 (2), 194 – 204, 2017	53	2017
Hysteretic benchmark with a dynamic nonlinearity JP Noël, M Schoukens Workshop on Nonlinear System Identification Benchmarks, 2016	51	2016
Nonlinear state-space identification using deep encoder networks G Beintema, R Toth, M Schoukens Learning for Dynamics and Control, 241-250, 2021	47	2021
Parametric Identification of Parallel Wiener Systems M Schoukens, Y Rolain Instrumentation and Measurement, IEEE Transactions on 61 (10), 2825 - 2832, 2012	41	2012
F-16 aircraft benchmark based on ground vibration test data JP Noël, M Schoukens Workshop on Nonlinear System Identification Benchmarks, 2017	37	2017
Structure discrimination in block-oriented models using linear approximations: A theoretic framework J Schoukens, R Pintelon, Y Rolain, M Schoukens, K Tiels, L Vanbeylen, ... Automatica 53, 225-234, 2015	37	2015
Identification of Hammerstein-Wiener Systems M Schoukens, EW Bai, Y Rolain 16th IFAC Symposium on System Identification 16 (1), 274-279, 2012	30	2012
Deep subspace encoders for nonlinear system identification GI Beintema, M Schoukens, R Tóth Automatica 156, 111210, 2023	26	2023
Structure Detection of Wiener–Hammerstein Systems With Process Noise E Zhang, M Schoukens, J Schoukens IEEE Transactions on Instrumentation and Measurement 66 (3), 569-576, 2017	26	2017
Improved Initialization of State-Space Artificial Neural Networks M Schoukens 2021 European Control Conference (ECC), 1913-1918, 2021	25	2021
Initial estimates for Wiener–Hammerstein models using phase-coupled multisines K Tiels, M Schoukens, J Schoukens Automatica 60, 201-209, 2015	25	2015
Identification of parallel Wiener-Hammerstein systems with a decoupled static nonlinearity M Schoukens, K Tiels, M Ishteva, J Schoukens 19th World Congress The International Federation of Automatic Control, 505-510, 2014	25	2014
Cross-term Elimination in Parallel Wiener Systems Using a Linear Input Transformation M Schoukens, Y Rolain Instrumentation and Measurement, IEEE Transactions on 61 (3), 845 - 847, 2012	25	2012

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