selected publications
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academic article
- Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects. Advanced Engineering Informatics. 58:102128-102128. 2023
- Physics-informed machine learning in prognostics and health management: State of the art and challenges. Applied Mathematical Modelling. 124:325-352. 2023
- Bearings RUL prediction based on contrastive self-supervised learning. IFAC-PapersOnLine. 56:11906-11911. 2023
- Physics-informed Lightweight Temporal Convolution Networks for Fault Prognostics Associated to Bearing Stiffness Degradation. PHM Society European Conference. 7:118-125. 2022
- Probabilistic deep learning methodology for uncertainty quantification of remaining useful lifetime of multi-component systems. Reliability Engineering & System Safety. 222:108383-108383. 2022