Manage settings
MENU
About this site
In het Nederlands
Home
Researchers
Projects
Organisations
Publications
Infrastructure
Contact
Research Explorer
Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.
Researcher
Wannes De Groote
Profile
Projects
Publications
Activities
Awards & Distinctions
8
Results
2024
Dual regularized policy updating and shiftpoint detection for automated deployment of reinforcement learning controllers on industrial mechatronic systems
Victor Vantilborgh
Tom Staessens
Wannes De Groote
Guillaume Crevecoeur
A1
Journal Article
in
CONTROL ENGINEERING PRACTICE
2024
2022
Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism
Wannes De Groote
Edward Kikken
Erik Hostens
Sofie Van Hoecke
Guillaume Crevecoeur
A1
Journal Article
in
IEEE-ASME TRANSACTIONS ON MECHATRONICS
2022
Physics-based neural network models for prediction of cam-follower dynamics beyond nominal operations
Wannes De Groote
Sofie Van Hoecke
Guillaume Crevecoeur
A1
Journal Article
in
IEEE-ASME TRANSACTIONS ON MECHATRONICS
2022
Prediction of follower jumps in cam-follower mechanisms : the benefit of using physics-inspired features in recurrent neural networks
Wannes De Groote
Sofie Van Hoecke
Guillaume Crevecoeur
A1
Journal Article
in
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
2022
2021
Hybrid physics-based neural network models for predicting nonlinear dynamics in mechatronic applications
Wannes De Groote
Guillaume Crevecoeur
Sofie Van Hoecke
Dissertation
2021
2020
Inverse parametric uncertainty identification using polynomial chaos and high-order moment matching benchmarked on a wet friction clutch
Wannes De Groote
Tom Lefebvre
Georges Tod
Nele De Geeter
Bruno Depraetere
Suzanne Van Poppel
Guillaume Crevecoeur
A1
Journal Article
in
MECHATRONICS
2020
2019
Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism
Wannes De Groote
Edward Kikken
Srajan Goyal
Sofie Van Hoecke
Erik Hostens
Guillaume Crevecoeur
P1
Conference
2019
Parametric uncertainty quantification using polynomial chaos expansions applied to a wet friction clutch model
Georges Tod
Wannes De Groote
Tom Lefebvre
Nele De Geeter
Bruno Depraetere
Guillaume Crevecoeur
A2
Journal Article
in
INTERNATIONAL JOURNAL OF MODELING AND OPTIMIZATION
2019