Research Explorer

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Researcher

Cedric Van Heck

Awards & Distinctions

5 Results

2025

Gaussian Mixture Koopman Kalman Filter: Application to a Closed Koopman System

Cedric Van HeckAnnelies CoeneGuillaume Crevecoeur

Physics-informed ensembles of dual extended kalman filters for online state and parameter estimation of mechatronic systems

Cedric Van HeckMatthias VandeputteAnnelies CoeneGuillaume Crevecoeur

A1 Journal Article in MECHANICAL SYSTEMS AND SIGNAL PROCESSING

2023

Early inner race fault detection on a ball bearing setup using histogram of oriented gradients and wavelet subselection

Cedric Van HeckJolan WautersTom StaessensGuillaume CrevecoeurTed Ooijevaar

2022

Preventing catastrophic forgetting using prior transfer in physics informed Bayesian neural networks

Cedric Van HeckGuillaume Crevecoeur

Preventing catastrophic forgetting using prior transfer in physics informed Bayesian neural networks

Cedric Van HeckAnnelies CoeneGuillaume Crevecoeur