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K

Koen Tiels

eindhoven university of technology

15H-index
106Paper Count
1.2KCitation Count
Published Papers 24
Publication Date
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Parametrization selection and online adaptation of subtraction filters for gravitational wave detectors*
errClassical and Quantum Gravity
IF3.7
err2026-01-29
err0
errOAAI
errMathyn van Dael; Marjolein Daanen; Koen Tiels; Gert Witvoet; Bas Swinkels; Diego Bersanetti; Julia Casanueva; Manuel Pinto; Maddalena Mantovani; Piernicola Spinicelli; Camilla de Rossi; Mattia Boldrini; Paolo Ruggi; Tom Oomen
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errSave
Motion control tuning for time-delayed systems with integral action
errIFAC PAPERSONLINE
IF0
err2025-11-01
err0
PREAI
errSonzogni, Giulia; Gonzalez, Rodrigo A.; Tiels, Koen; Mazzoleni, Mirko; Oomen, Tom; Previdi, Fabio
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errSave
Generalizable models of magnetic hysteresis via physics-aware recurrent neural networks
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2025-06-06
err0
errOAAI
errChandra, Abhishek; Kapoor, Taniya; Daniels, Bram; Curti, Mitrofan; Tiels, Koen; Tartakovsky, Daniel M.; Lomonova, Elena A.
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errSave
Safety and Optimality in Learning-Based Control at Low Computational Cost
errIEEE Transactions on Automatic Control
IF7
err2025-05-14
err0
PREAI
errDominik Baumann; Krzysztof Kowalczyk; Cristian R. Rojas; Koen Tiels; Paweł Wachel
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Characterizing nonlinear piezoelectric dynamics through deep neural operator learning
errAPPLIED PHYSICS LETTERS
IF3.6
err2024-12-26
err0
errOAAI
errChandra, Abhishek; Kapoor, Taniya; Curti, Mitrofan; Tiels, Koen; Lomonova, Elena A.
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errSave
Kernel-based identification using Lebesgue-sampled data
errAUTOMATICA
IF5.9
err2024-06-01
err0
errOAAI
errGonzalez, Rodrigo A.; Tiels, Koen; Oomen, Tom
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errSave
Memory-Element-Based Hysteresis: Identification and Compensation of a Piezoelectric Actuator
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2023-11-01
err4
errOAAI
errStrijbosch, Nard; Tiels, Koen; Oomen, Tom
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errSave
Discovery of sparse hysteresis models for piezoelectric materials
errAPPLIED PHYSICS LETTERS
IF3.6
err2023-05-22
err6
errOAAI
errChandra, Abhishek; Daniels, Bram; Curti, Mitrofan; Tiels, Koen; Lomonova, Elena A.; Tartakovsky, Daniel M.
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errSave
A Wavelet-Based Approach to FRF Identification From Incomplete Data
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err1
errOAAI
errDirkx, Nic; Tiels, Koen; Oomen, Tom
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errSave
Decoupling multivariate functions using a nonparametric filtered tensor decomposition?
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-11-01
err1
errOAAI
errDecuyper, Jan; Tiels, Koen; Weiland, Siep; Runacres, Mark C.; Schoukens, Johan
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errSave
Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2021-01-01
err16
errOAAI
errDecuyper, J.; Tiels, K.; Runacres, M. C.; Schoukens, J.
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errSave
On the smoothness of nonlinear system identification
errAUTOMATICA
IF5.9
err2020-11-01
err26
errOAAI
errRibeiro, Antonio H.; Tiels, Koen; Umenberger, Jack; Schon, Thomas B.; Aguirre, Luis A.
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errSave
Polynomial nonlinear state space identification of an aero-engine structure
errCOMPUTERS & STRUCTURES
IF4.8
err2020-10-01
err12
errOAAI
errCooper, Samson B.; Tiels, Koen; Titurus, Branislav; Di Maio, Dario
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errSave
A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow
errJOURNAL OF FLUIDS AND STRUCTURES
IF3.5
err2020-07-01
err7
errOAAI
errDecuyper, J.; De Troyer, T.; Tiels, K.; Schoukens, J.; Runacres, M. C.
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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
Data driven discrete-time parsimonious identification of a nonlinear state-space model for a weakly nonlinear system with short data record
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2018-05-01
err6
errOAAI
errRelan, Rishi; Tiels, Koen; Marconato, Anna; Dreesen, Philippe; Schoukens, Johan
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errSave
Parameter reduction in nonlinear state-space identification of hysteresis
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2018-05-01
err27
errOAAI
errEsfahani, Alireza Fakhrizadeh; Dreesen, Philippe; Tiels, Koen; Noel, Jean-Philippe; Schoukens, Johan
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errSave
Nonlinear state-space modelling of the kinematics of an oscillating circular cylinder in a fluid flow
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2018-01-01
err21
errOAAI
errDecuyper, J.; De Troyer, T.; Runacres, M. C.; Tiels, K.; Schoukens, J.
errShare
errSave
Multiple-Input Single-Output Polynomial Nonlinear State-Space Model of the Li-ion Battery's Short-term Dynamics
errIFAC PAPERSONLINE
IF0
err2018-01-01
err1
errOAAI
errRelan, Rishi; Tiels, Koen; Timmermans, Jean-Marc; Schoukens, Johan
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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

Research Directions

No research directions
Co-authors
Cooperation Journals
M
M. Mantovani
H-index: 97 · Papers: 392
B
B. L. Swinkels
H-index: 96 · Papers: 328
D
D. Bersanetti
H-index: 85 · Papers: 254
J
J. Schoukens
H-index: 59 · Papers: 1.0K
R
Rik Pintelon
H-index: 53 · Papers: 796
View more