Weikun Deng

Physics-informed machine learning in prognostics and health management: State of the art and challenges

Weikun Deng, Khanh T.P. Nguyen, Kamal Medjaher et al. · Applied Mathematical Modelling · 2023 · 93 citations · Full text

Computing, Computer Science, Physics +14

Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects

Weikun Deng, Khanh T.P. Nguyen, Kamal Medjaher et al. · Advanced Engineering Informatics · 2023 · 38 citations · Full text

Engineering, Computer Science, Mechanical Engineering +17

A generic physics-informed machine learning framework for battery remaining useful life prediction using small early-stage lifecycle data

Weikun Deng, Hung Lê, Khanh T.P. Nguyen et al. · Applied Energy · 2025 · 36 citations · Full text

Computing, Materials Science, Physics +17

Physics informed machine learning model for inverse dynamics in robotic manipulators

Weikun Deng, Fabio Ardiani, Khanh T.P. Nguyen et al. · Applied Soft Computing · 2024 · 20 citations

Engineering, Computer Science, Robotics Engineering +16

Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration

Weikun Deng, Khanh T.P. Nguyen, Christian Gogu et al. · Engineering Applications of Artificial Intelligence · 2024 · 13 citations

Computing, Computer Science, Data Science +14