Jan Decuyper

According to our database, Jan Decuyper authored at least 12 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification.

Gonçalo Jorge Granjal Cruz, Balazs Renczes, Mark C. Runacres, Jan Decuyper

CoRR, June, 2025

State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification.

Gonçalo G. Cruz, Balázs Renczes, Mark C. Runacres, Jan Decuyper

IEEE Control. Syst. Lett., 2025

Influence of latent space dimension on flow field reconstruction from limited number of sensors.

Charly Witmeur, Mark C. Runacres, Jan Decuyper

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2025

2022

Decoupling multivariate functions using a nonparametric filtered tensor decomposition.

Jan Decuyper, Koen Tiels, Siep Weiland, Mark C. Runacres, Johan Schoukens

CoRR, 2022

A Fast Analytical Solution to the Filtered Canonical Polyadic Decomposition Problem.

Balázs Renczes, Jan Decuyper, Mark Runacres

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

2021

PNLSS Toolbox 1.0.

Jan Decuyper, Koen Tiels, Johan Schoukens

CoRR, 2021

Decoupling P-NARX models using filtered CPD.

Jan Decuyper, David T. Westwick, Kiana Karami, Johan Schoukens

CoRR, 2021

Decoupling multivariate functions using a non-parametric Filtered CPD approach.

Jan Decuyper, Koen Tiels, Siep Weiland, Johan Schoukens

CoRR, 2021

2020

A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow.

Jan Decuyper, Tim De Troyer, Koen Tiels, Johan Schoukens, Mark C. Runacres

CoRR, 2020

Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling.

Jan Decuyper, Koen Tiels, Mark C. Runacres, Johan Schoukens

CoRR, 2020

2019

Decoupling Multivariate Polynomials for Nonlinear State-Space Models.

Jan Decuyper, Philippe Dreesen, Johan Schoukens, Mark Runacres, Koen Tiels

IEEE Control. Syst. Lett., 2019

2018

Nonlinear state-space modelling of the kinematics of an oscillating circular cylinder in a fluid flow.

Jan Decuyper, Tim De Troyer, Mark Runacres, Koen Tiels, Johan Schoukens

CoRR, 2018