Jan Decuyper

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

Jan Decuyper, Tim De Troyer, Mark Runacres et al. · Mechanical Systems and Signal Processing · 2017 · 25 citations · Full text

Unsteady Flow, Engineering, Aerospace Engineering +9

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

Jan Decuyper, Koen Tiels, Mark Runacres et al. · Mechanical Systems and Signal Processing · 2020 · 23 citations · Full text

Nonlinear System Identification, Parameter Identification, Engineering +8

Decoupling Multivariate Polynomials for Nonlinear State-Space Models

Jan Decuyper, Philippe Dreesen, J. Schoukens et al. · IEEE Control Systems Letters · 2019 · 20 citations

Mathematical Programming, Numerical Analysis, Nonlinear System Identification +9

A data-driven nonlinear state-space model of the unsteady lift force on a pitching wing

Muhammad Faheem Siddiqui, Tim De Troyer, Jan Decuyper et al. · Journal of Fluids and Structures · 2022 · 17 citations · Full text

Nonlinear System Identification, Engineering, Aerospace Engineering +7

Modelling the unsteady lift of a pitching NACA 0018 aerofoil using state-space neural networks

Luca Damiola, Jan Decuyper, Mark Runacres et al. · Journal of Fluid Mechanics · 2024 · 13 citations · Full text