Research Explorer

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Researcher

Victor Vantilborgh

Awards & Distinctions

4 Results

2024

Data-driven virtual sensing for probabilistic condition monitoring of solenoid valves

Victor VantilborghTom LefebvreKerem EryilmazGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

Dual regularized policy updating and shiftpoint detection for automated deployment of reinforcement learning controllers on industrial mechatronic systems

Victor VantilborghTom StaessensWannes De GrooteGuillaume Crevecoeur

A1 Journal Article in CONTROL ENGINEERING PRACTICE

2023

Data-driven identification of stochastic system dynamics under partial observability using physics-based model priors with application to acrobot

Victor VantilborghTom LefebvreGuillaume Crevecoeur

2022

Efficient ODE substructure identification of the acrobot under partial observability using neural networks and direct multiple shooting

Victor VantilborghTom LefebvreGuillaume Crevecoeur