Personal profile
Education
Ph.D., University of Michigan,USA
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 9 Industry, Innovation, and Infrastructure
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Dive into the research topics where Jin-Wei Liang 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Label-Efficient Fault Classification in Rotating Machinery via Synthetic Data Generation with Variational Autoencoder
Pham, T. H., Nguyen, T. D., Le, P. T., Liang, J. W., Pham, T. T. & Nguyen, P. D., 2026, New Advances in Mechanisms, Transmissions and Applications - Proceedings of the 7th MeTrApp Conference 2025. Wu, Y.-R., Essomba, T., Hsu, K.-L. & Laribi, M. A. (eds.). Springer Science and Business Media B.V., p. 306-316 11 p. (Mechanisms and Machine Science; vol. 192 MMS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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COMPARISON OF MACHINE LEARNING METHODS FOR PREDICTING REMAINING USEFUL LIFE IN HIGH-PRESSURE PACKING IN PLUNGER-TYPE HYPER COMPRESSORS
Liou, J. W. & Liang, J. W., 2025, Proceedings of the 31th International Congress on Sound and Vibration, ICSV 2025. Han, J.-H. & Park, Y.-H. (eds.). Society of Acoustics, (Proceedings of the International Congress on Sound and Vibration).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Efficient and Explainable Bearing Condition Monitoring with Decision Tree-Based Feature Learning
Nguyen, T. D., Nguyen, T. H., Do, D. T. B., Pham, T. H., Liang, J. W. & Nguyen, P. D., 06 2025, In: Machines. 13, 6, 467.Research output: Contribution to journal › Journal Article › peer-review
Open Access8 Scopus citations -
ENHANCING ROTATING MACHINE DIAGNOSIS WITH ADVANCED SYNCHROSQUEEZING TRANSFORMS: THEORY, ALGORITHMS, AND APPLICATIONS
Nguyen, T. D., Nguuen, H. C., Nguyen, P. D., Pham, T. T., Liang, J. W. & Huang, S. C., 2025, Proceedings of the 31th International Congress on Sound and Vibration, ICSV 2025. Han, J.-H. & Park, Y.-H. (eds.). Society of Acoustics, (Proceedings of the International Congress on Sound and Vibration).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Strain energy-based gear mesh stiffness modeling and synthetic data generation for AI-driven fault diagnosis in smart manufacturing
Nguyen, P. D., Pham, T. D., Do, D. T. B., Liang, J. W. & Nguyen, T. D., 2025, In: Frontiers in Mechanical Engineering. 11, 1682102.Research output: Contribution to journal › Journal Article › peer-review
Open Access