| 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 | 8 | 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 | 8 | 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 |
| 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 |
| Physics Informed Machine Learning Model for Inverse Dynamics in Robotic Manipulators D WEIKUN, F Ardiani, KTP Nguyen, M Benoussaad, K Medjaher Available at SSRN 4542725, 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 |
Kamal MedjaherFull Professor, ENIT Tarbes, Université Fédérale Toulouse Midi-PyrénéesVerified email at enit.fr
