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Friederike Bruns

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Conference Open access Sep 2026

Uncertainty-Aware Model Learning for Fault Diagnosis

Fault diagnosis in Cyber-Physical Systems (CPSs) is increasingly challenged by inevitable uncertainties such as sensor noise, incomplete system knowledge, and non-deterministic component interactions. These uncertainties obscure the boundary between nominal and faulty behaviour, complicating both fault detection and ro...

Friederike Bruns, Alexander Diedrich, Andreas Rauh et al. · 0 citations

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