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)

Decoupling Multivariate Polynomials for Nonlinear State-Space Models. - Jan Decuyper; Philippe Dreesen; Johan Schoukens; Mark Runacres; Koen Tiels (IEEE Control. Syst. Lett., 2019)

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)

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)

Decoupling multivariate functions using a non-parametric Filtered CPD approach. - Jan Decuyper; Koen Tiels; Siep Weiland; Johan Schoukens (CoRR, 2021)

Decoupling P-NARX models using filtered CPD. - Jan Decuyper; David T. Westwick; Kiana Karami; Johan Schoukens (CoRR, 2021)

PNLSS Toolbox 1.0. - Jan Decuyper; Koen Tiels; Johan Schoukens (CoRR, 2021)

A Fast Analytical Solution to the Filtered Canonical Polyadic Decomposition Problem. - Balázs Renczes; Jan Decuyper; Mark Runacres (I2MTC, 2022)

Decoupling multivariate functions using a nonparametric filtered tensor decomposition. - Jan Decuyper; Koen Tiels; Siep Weiland; Mark C. Runacres; Johan Schoukens (CoRR, 2022)

Influence of latent space dimension on flow field reconstruction from limited number of sensors. - Charly Witmeur; Mark C. Runacres; Jan Decuyper (I2MTC, 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)

State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification. - Gonçalo Jorge Granjal Cruz; Balazs Renczes; Mark C. Runacres; Jan Decuyper (CoRR, 2025)