Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 7 Affordable and Clean Energy
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Bayesian contrastive Learning: An augmentation-free fault diagnosis method with limited labels and uncertainty quantification
Ahmad, H., Cheng, W., Wang, W., Liu, H., Wei, Z., Zhang, S., Nie, Z., Yang, J. & Chen, X., Mar 2026, In: Advanced Engineering Informatics. 70, 104207.Research output: Contribution to journal › Article › peer-review
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Bayesian physics-informed neural networks with iterative ensemble Kalman inversion for RUL prediction and uncertainty quantification
Xie, S., Cheng, W., Nie, Z., Huang, Q., Xing, J., Chen, X., Zhang, R. & Yang, Y., Jan 2026, In: Advanced Engineering Informatics. 69, 103907.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
Quality aware operational transfer path analysis for gas turbines
Song, C., Cheng, W., Yang, M., Chen, X., Yan, L., Qiao, B., Gao, L., Huang, H. & Lu, Y., Jan 2026, In: Advanced Engineering Informatics. 69, 103829.Research output: Contribution to journal › Article › peer-review
Open Access -
A Federated Label Anchoring Method for Fault Diagnosis of Rotating Machinery with Data Privacy
Gao, Z., Ma, X., Nie, Z., Du, S., Cheng, W., Miao, Z., Li, L. & Chen, X., 2025, Proceedings - 2025 10th International Conference on Automation, Control and Robotics Engineering, CACRE 2025. Zhang, F. & Chai, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 332-337 6 p. (Proceedings - 2025 10th International Conference on Automation, Control and Robotics Engineering, CACRE 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A model-based deep learning approach to interpretable impact force localization and reconstruction
Zhou, R., Qiao, B., Jiang, L., Cheng, W., Yang, X., Wang, Y. & Chen, X., 1 Jan 2025, In: Mechanical Systems and Signal Processing. 224, 111977.Research output: Contribution to journal › Article › peer-review
15 Scopus citations