Physics-informed machine learning in prognostics and health management: State of the art and challenges D Weikun, KTP Nguyen, K Medjaher, G Christian, J Morio Applied Mathematical Modelling 124, 325-352, 2023 | 15 | 2023 |
Physics-informed lightweight temporal convolution networks for fault prognostics associated to bearing stiffness degradation W Deng, KTP Nguyen, C Gogu, J Morio, K Medjaher PHM Society European Conference 7 (1), 118-125, 2022 | 10 | 2022 |
Rotor dynamics informed deep learning for detection, identification, andlocalization of shaft crack and unbalance defects JM Weikun Deng, Khanh T.P. Nguyen, Kamal Medjaher, Christian Gogu Advanced Engineering Informatics, 2023 | 7 | 2023 |
Physics informed machine learning model for inverse dynamics in robotic manipulators W Deng, F Ardiani, KTP Nguyen, M Benoussaad, K Medjaher Applied Soft Computing, 111877, 2024 | 2* | 2024 |
Bearings RUL prediction based on contrastive self-supervised learning WK Deng, KTP Nguyen, K Medjaher, C Gogu, J Morio IFAC-PapersOnLine 56 (2), 11906-11911, 2023 | 1 | 2023 |
基于转子端数据驱动 LSTM-CNN 模型的高速旋转系统运行状态识别方法 易聪, 杜建军, 尹际雄, 朱海斌, 邓炜坤, 白宝亮, 付从艺 机械工程学报 59 (1), 131-140, 2023 | | 2023 |
A Few-Shot Learning Framework for Rotor Unbalance and Shaft Crack Fault Diagnostic Based on Physics-Informed Neural Network W DENG, KTP NGUYEN, C GOGU, J MORIO, K MEDJAHER STRUCTURAL HEALTH MONITORING 2023, 2023 | | 2023 |
Physics Informed Self Supervised Learning For Fault Diagnostics and Prognostics in the Context of Sparse and Noisy Data W Deng, KTP Nguyen, K Medjaher PHM Society European Conference 7 (1), 574-576, 2022 | | 2022 |
Generic Physics-Informed Machine Learning Framework for Battery Remaining Useful Life Prediction Using Small Early-Stage Lifecycle Data D WEIKUN, H Le, C Gogu, KTP Nguyen, K Medjaher, J Morio, D Wu Available at SSRN 4770354, 0 | | |