Efficient ODE Substructure Identification of the Acrobot under Partial Observability using Neural Networks and Direct Multiple Shooting. - Victor Vantilborgh; Tom Lefebvre; Guillaume Crevecoeur (AIM, 2022)

Data-driven Identification of Stochastic System Dynamics under Partial Observability Using Physics-Based Model Priors with Application to Acrobot. - Victor Vantilborgh; Tom Lefebvre; Guillaume Crevecoeur (AIM, 2023)

Probabilistic Latent Variable Modeling for Dynamic Friction Identification and Estimation. - Victor Vantilborgh; Sander De Witte; Frederik Ostyn; Tom Lefebvre; Guillaume Crevecoeur (CoRR, 2024)

Data-Driven Virtual Sensing for Probabilistic Condition Monitoring of Solenoid Valves. - Victor Vantilborgh; Tom Lefebvre; Kerem Eryilmaz; Guillaume Crevecoeur (IEEE Trans Autom. Sci. Eng., 2024)