| Remaining useful life prediction using a novel feature-attention-based end-to-end approach H Liu, Z Liu, W Jia, X Lin IEEE Transactions on Industrial Informatics 17 (2), 1197-1207, 2020 | 189 | 2020 |
| A novel transformer-based neural network model for tool wear estimation H Liu, Z Liu, W Jia, X Lin, S Zhang Measurement Science and Technology 31 (6), 065106, 2020 | 60 | 2020 |
| A novel deep learning-based encoder-decoder model for remaining useful life prediction H Liu, Z Liu, W Jia, X Lin 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 50 | 2019 |
| Tool wear estimation using a CNN-transformer model with semi-supervised learning H Liu, Z Liu, W Jia, D Zhang, Q Wang, J Tan Measurement Science and Technology 32 (12), 125010, 2021 | 41 | 2021 |
| A review on knowledge graph and its application prospects to intelligent manufacturing 张栋豪， 刘振宇， 郏维强， 刘惠， 谭建荣 Journal of Mechanical Engineering 57 (5), 90-113, 2021 | 37 | 2021 |
| A novel imbalanced data classification method based on weakly supervised learning for fault diagnosis H Liu, Z Liu, W Jia, D Zhang, J Tan IEEE Transactions on Industrial Informatics 18 (3), 1583-1593, 2021 | 36 | 2021 |
| An adversarial bidirectional serial–parallel LSTM-based QTD framework for product quality prediction Z Liu, D Zhang, W Jia, X Lin, H Liu Journal of Intelligent Manufacturing 31, 1511-1529, 2020 | 35 | 2020 |
| A multi-head neural network with unsymmetrical constraints for remaining useful life prediction Z Liu, H Liu, W Jia, D Zhang, J Tan Advanced Engineering Informatics 50, 101396, 2021 | 31 | 2021 |
| Path enhanced bidirectional graph attention network for quality prediction in multistage manufacturing process D Zhang, Z Liu, W Jia, H Liu, J Tan IEEE Transactions on Industrial Informatics 18 (2), 1018-1027, 2021 | 30 | 2021 |
| Current research and challenges of deep learning for equipment remaining useful life prediction H Liu, Z Liu, W Jia, D Zhang, J Tan Comput. Integr. Manuf. Syst 27 (1), 34-52, 2021 | 26 | 2021 |
| 知识图谱在智能制造领域的研究现状及其应用前景综述 张栋豪， 刘振宇， 郏维强， 刘惠， 谭建荣 机械工程学报 57 (5), 90-113, 2021 | 17 | 2021 |
| Experimental investigation of blended H2/CH4 combustion in combustors with block for micro-thermophotovoltaic D Wei, Q Peng, H Wang, X Tian, H Xiao, H Liu, G Fu Fuel 357, 129869, 2024 | 11 | 2024 |
| Task-balanced distillation for object detection R Tang, Z Liu, Y Li, Y Song, H Liu, Q Wang, J Shao, G Duan, J Tan Pattern Recognition 137, 109320, 2023 | 11 | 2023 |
| 深度学习在装备剩余使用寿命预测技术中的研究现状与挑战 刘惠， 刘振宇， 郏维强， 张栋豪， 谭建荣 计算机集成制造系统 27 (1), 34, 2021 | 11 | 2021 |
| Experimental and numerical investigation on H2-fueled micro-thermophotovoltaic with CH4 and C3H8 blending in a tube fully/partially inserted porous media H Wang, Q Peng, X Tian, F Yan, D Wei, H Liu Renewable and Sustainable Energy Reviews 191, 114134, 2024 | 5 | 2024 |
| Catalyst, reactor, reaction mechanism and CO remove technology in methanol steam reforming for hydrogen production: A review Z Shi, Q Peng, H Wang, Z Huang, H Liu, X Tian, F Yan, R Yin Fuel Processing Technology 252, 108000, 2023 | 5 | 2023 |
| A geometry-enhanced 6D pose estimation network with incomplete shape recovery for industrial parts Q Wang, D Liu, Z Liu, J Xu, H Liu, J Tan IEEE Transactions on Instrumentation and Measurement 72, 1-11, 2023 | 5 | 2023 |
| Dual attention graph convolutional network for relation extraction D Zhang, Z Liu, W Jia, F Wu, H Liu, J Tan IEEE Transactions on Knowledge and Data Engineering, 2023 | 3 | 2023 |
| Contrastive Decoder Generator for Few-shot Learning in Product Quality Prediction D Zhang, Z Liu, W Jia, H Liu, J Tan IEEE Transactions on Industrial Informatics, 2022 | 2 | 2022 |
| Dynamic job-shop scheduling using graph reinforcement learning with auxiliary strategy Z Liu, H Mao, G Sa, H Liu, J Tan Journal of Manufacturing Systems 73, 1-18, 2024 | 1 | 2024 |
Weiqiang Jia (郏维强)Principal Investigator at Zhejiang Lab, Hangzhou, ChinaVerified email at zju.edu.cn
