Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects. - Weikun Deng; Khanh T. P. Nguyen; Kamal Medjaher; Christian Gogu; Jérôme Morio (Adv. Eng. Informatics, 2023)

A Novel PIML Architecture with Innovative Learning Paradigm Applied in Battery Prognostics. - Weikun Deng; Khanh T. P. Nguyen; Christian Gogu; Kamal Mejaher; Jérôme Morio; Hung Le; Dazhong Wu (CoDIT, 2024)

Physics informed machine learning model for inverse dynamics in robotic manipulators. - Weikun Deng; Ardiani Fabio; Khanh T. P. Nguyen; Mourad Benoussaad; Kamal Medjaher (Appl. Soft Comput., 2024)

Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration. - Weikun Deng; Khanh T. P. Nguyen; Christian Gogu; Kamal Medjaher; Jérôme Morio (Eng. Appl. Artif. Intell., 2024)