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 -
SDG 7 Affordable and Clean Energy -
SDG 14 Life Below Water
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Dive into the research topics where Jian Ma is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Adaptive turbofan engine health assessment for multi-component performance degradation coupling scenarios: A spatiotemporal attention graph convolutional network approach
Xu, M., Liu, X., Huang, J., Ma, J. & Yue, M., May 2026, In: Reliability Engineering and System Safety. 269, 112086.Research output: Contribution to journal › Article › peer-review
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Fault sample generation under continuous degradation using CRGAN-MDTR: A conditional recurrent GAN with maximum degenerate trend retention
Cheng, Y., Wang, P., Gu, H., Zeng, J. & Ma, J., Apr 2026, In: Applied Soft Computing. 192, 114728.Research output: Contribution to journal › Article › peer-review
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An outline of Prognostics and health management Large Model: Concepts, Paradigms, and challenges
Tao, L., Li, S., Liu, H., Huang, Q., Ma, L., Ning, G., Chen, Y., Wu, Y., Li, B., Zhang, W., Zhao, Z., Zhan, W., Cao, W., Wang, C., Liu, H., Ma, J., Suo, M., Cheng, Y., Ding, Y. & Song, D. & 1 others, , 1 Jun 2025, In: Mechanical Systems and Signal Processing. 232, 112683.Research output: Contribution to journal › Article › peer-review
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Convolutional Neural Network Model Compression for Gearbox Fault Diagnosis Based on Knowledge Distillation
Han, Z., Cao, Z., Zou, X., Liu, X. & Ma, J., 2025, Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 5. Yan, L., Duan, H. & Deng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 116-125 10 p. (Lecture Notes in Electrical Engineering; vol. 1341 LNEE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Fault Diagnosis and Prognostics Based on Cognitive Computing and Geometric Space Transformation
Lu, C., Tao, L., Ma, J., Cheng, Y. & Ding, Y., 1 Jan 2025, Springer Nature. 554 p.Research output: Book/Report › Book › peer-review
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