·Scientific Research
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Scientific Research
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Paper Publications
MORE+- [1] Yajun Feng, Luanxiao Zhao, Minghui Xu, Jingyu Liu, Kaibo Zhou, and Jianhua Geng, (2025), "Simultaneous prediction of porosity, saturation, and lithofacies from seismic data via multitask deep learning," GEOPHYSICS 90: M135-M151. https://doi.org/10.1190/geo2024-0260.1
- [2] Mengliang Zhu, Jie Liu, Yanglong Lu, Zhongxu Hu, Li Yuan, Kaibo Zhou, Black-box domain adaptation for cross-domain on-device machinery fault diagnosis via hierarchical debiased self-supervised learning, Knowledge-Based Systems, Volume 324, 2025, 113882, ISSN 0950-7051, https://doi.org/10.1016/j.knosys.2025.113882.
- [3] C. Yang, J. Liu, K. Zhou and X. Jiang, "Semi-supervised machine fault diagnosis fusing unsupervised graph contrastive learning," in IEEE Transactions on Industrial Informatics, 2022, doi: 10.1109/TII.2022.3220847..IEEE TII
- [4] K. Zhou, C. Yang, J. Liu and Q. Xu, "Dynamic Graph-Based Feature Learning With Few Edges Considering Noisy Samples for Rotating Machinery Fault Diagnosis," in IEEE Transactions on Industrial Electronics, vol. 69, no. 10, pp. 10595-10604, Oct. 2022, doi: 10.1109/TIE.2021.3121748.
- [5] Shangyuan Li, Kaibo Zhou, Luanxiao Zhao, Qi Xu, Jie Liu*. An improved lithology identification approach based on representation enhancement by logging feature decomposition, selection and transformation. Journal of Petroleum Science and Engineering, 2022, 209:109842,209
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