Follow
Jan Decuyper
Jan Decuyper
Post-doctoral scientist, Vrije Universiteit Brussel
Verified email at vub.be
Title
Cited by
Cited by
Year
Nonlinear state-space modelling of the kinematics of an oscillating circular cylinder in a fluid flow
J Decuyper, T De Troyer, MC Runacres, K Tiels, J Schoukens
Mechanical Systems and Signal Processing 98, 209-230, 2018
272018
Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling
J Decuyper, K Tiels, MC Runacres, J Schoukens
Mechanical Systems and Signal Processing 146, 106966, 2021
212021
Decoupling multivariate polynomials for nonlinear state-space models
J Decuyper, P Dreesen, J Schoukens, MC Runacres, K Tiels
IEEE Control Systems Letters 3 (3), 745-750, 2019
202019
A data-driven nonlinear state-space model of the unsteady lift force on a pitching wing
MF Siddiqui, T De Troyer, J Decuyper, PZ Csurcsia, J Schoukens, ...
Journal of Fluids and Structures 114, 103706, 2022
132022
A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow
J Decuyper, T De Troyer, K Tiels, J Schoukens, MC Runacres
Journal of Fluids and Structures 96, 103029, 2020
122020
Nonlinear modelling of an F16 benchmark measurement
PZ Csurcsia, J Decuyper, B Renczes, T De Troyer
Nonlinear Structures & Systems, Volume 1: Proceedings of the 40th IMAC, A …, 2022
92022
Tuning nonlinear state-space models using unconstrained multiple shooting
J Decuyper, MC Runacres, J Schoukens, K Tiels
IFAC-PapersOnLine 53 (2), 334-340, 2020
92020
Decoupling multivariate functions using a non-parametric Filtered CPD approach
J Decuyper, K Tiels, S Weiland, J Schoukens
IFAC-PapersOnLine 54 (7), 451-456, 2021
82021
Estimating a nonparametric data-driven model of the lift on a pitching wing
MF Siddiqui, J Decuyper, PZ Csurcsia, J Ertveldt, T De Troyer, ...
Journal of Physics: Conference Series 1618 (5), 052018, 2020
72020
Decoupling multivariate functions using a nonparametric filtered tensor decomposition
J Decuyper, K Tiels, S Weiland, MC Runacres, J Schoukens
Mechanical Systems and Signal Processing 179, 109328, 2022
42022
Estimating a sparse nonlinear dynamical model of the flow around an oscillating cylinder in a fluid flow using SINDy
JA Foster, J Decuyper, T De Troyer, M Runacres
Conference on Noise and Vibration Engineering ISMA, 2022
42022
PNLSS Toolbox 1.0
J Decuyper, K Tiels, J Schoukens
IFAC-PapersOnLine 54 (7), 374-378, 2021
42021
Modeling airfoil dynamic stall using State-Space Neural Networks
L Damiola, J Decuyper, M Runacres, T De Troyer
AIAA SCITECH 2023 Forum, 1945, 2023
32023
Nonlinear Modeling of a Plate Heat Exchanger of a District Heating System
PZ Csurcsia, J Decuyper, AM Chaudhry, T De Troyer, S Bram
IFAC-PapersOnLine 55 (12), 747-752, 2022
32022
Modelling vortex-induced loads using machine learning
R Peeters, J Decuyper, T De Troyer, MC Runacres
Proceedings of the International Conference on Noise and Vibration …, 2020
32020
Reducing black-box nonlinear state-space models: A real-life case study
PZ Csurcsia, J Decuyper, B Renczes, MC Runacres, T De Troyer
Mechanical Systems and Signal Processing 211, 111230, 2024
22024
Modelling the unsteady lift of a pitching NACA 0018 aerofoil using state-space neural networks
L Damiola, J Decuyper, MC Runacres, T De Troyer
Journal of Fluid Mechanics 983, A8, 2024
22024
Modelling vortex-induced loads using Recurrent Neural Networks
JA Foster, T De Troyer, MC Runacres, J Decuyper
IFAC-PapersOnLine 54 (20), 32-37, 2021
22021
Development of a nonlinear state space model of the forces acting on an aerofoil oscillating in pitch
MF Siddiqui, T De Troyer, M Runacres, J Ertveldt, J Schoukens, ...
ISMA 2018, 547-557, 2018
22018
On selecting appropriate training data to model an au-tonomous oscillator
J Decuyper, T De Troyer, MC Runacres, K Tiels, J Schoukens
22018
The system can't perform the operation now. Try again later.
Articles 1–20