Personal profile
Research interests
Mechanical Engineering - Fault diagnosis
Industrial engineering - Machine learning
Industrial engineering - Multidisciplinary design and optimization
Mechanical Engineering - Multiscale simulations
Related documents
Education/Academic qualification
PhD in Mechanical Engineering, PhD, Georgia Institute of Technology
2020
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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Collaborations and top research areas from the last five years
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Data-Physics Fusion-Driven Multi-Scale Defect Prediction and Process Optimization in Selective Laser Melting
LU, Y. (PI)
National Natural Science Foundation of China
1/01/26 → 31/12/28
Project: Research
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Concurrent optimization of lattice structure and additive manufacturing process with integrated design-process-defect relationship
LU, Y. (PI)
1/01/26 → 31/12/28
Project: Research
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Modeling and optimization of process-structure-property-cell viability relationship in multi-material bioprinting based on physics-informed neural networks
LU, Y. (PI), HAO, J. (CoI), ZHANG, X. (CoI), ZHU, T. (CoI) & YIN, X. (CoI)
1/01/26 → 31/12/28
Project: Research
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An Efficient Data Fusion Method Based on Physics-Constrained Dictionary Learning for Machine Health Monitoring in Smart Manufacturing
LIU, J. (CoI), LU, Y. (PI) & ZHANG, X. (CoI)
Innovation and Technology Commission
1/03/25 → 31/08/26
Project: Research
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Research output
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Fractional-order stochastic resonance-based rescaling-frequency scanning images for early multi-frequency fault detection of machines
Gai, Y., Qiao, Z., Lu, Y., Zhu, R. & Zhang, X., 1 Mar 2026, In: Mechanical Systems and Signal Processing. 247, 23 p., 113944.Research output: Contribution to journal › Journal Article › peer-review
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Plug-and-play graph reliability enhancement method for equipment state description under sparse information
ZHANG, X., LIU, J., HUANG, R., HAO, J., Qiao, Z. & LU, Y., Aug 2026, In: Reliability Engineering and System Safety. 272, Part 2, 17 p., 112593.Research output: Contribution to journal › Journal Article › peer-review
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SFVnet: Finite-volume informed U-net for compressible flow prediction with sparse data under ill-conditions
Zhu, T., Si, B., Fu, L. & Lu, Y., 1 May 2026, In: Journal of Computational Physics. 552, 114696.Research output: Contribution to journal › Journal Article › peer-review
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Time–frequency constrained graph-level representation learning paradigm for real-time mechanical fault diagnosis
Zhang, X., Huang, R., Liu, J., Qiao, Z. & Lu, Y., 14 Feb 2026, In: Journal of Intelligent Manufacturing. 26 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
4D printing of shape-tunable blood vessels with magnetic stimuli-responsive hydrogels
LU, Y., YIN, X. & DONG, B., 2025, p. 394-399. 6 p.Research output: Contribution to conference › Conference Paper › peer-review
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Serve as a judge for ENGG1050 poster session to support first-year Engineering + AI students
LU, Y. (Participant)
Nov 2025Activity: Other › Advisory (for Internal)
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Structural optimization and path generation for bioprinted scaffolds
LU, Y. (Invited speaker)
16 Oct 2025 → 19 Oct 2025Activity: Talk or presentation › Invited
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Deliver lectures and advice Year 1 ENGG+AI students
LU, Y. (Participant)
Sept 2025 → …Activity: Other › Advisory (for Internal)
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Physics-informed machine learning for inverse problems in engineering
LU, Y. (Panelist)
17 Aug 2025 → 20 Aug 2025Activity: Talk or presentation › Invited
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Metal Additive Manufacturing Process Monitoring and Defect Detection Based on Physics-Constrained Dictionary Learning
LU, Y. (Invited speaker)
5 Aug 2025 → 7 Aug 2025Activity: Talk or presentation › Invited
Awards
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Highly Cited Paper by Web of Science
LU, Y. (Recipient), ZHANG, X. (Recipient), LIU, J. (Recipient) & Zhang, X. (Recipient), 2026
Prize: Others
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JCISE Editor's Pick Award
LU, Y. (Recipient), ZHU, T. (Recipient) & Liu, D. (Recipient), 2026
Prize: Others
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IMechE HK Branch Best Student Design Award
MO, Y. Y. (Recipient), TSOI, S. C. (Recipient), YEUNG, H. Y. A. (Recipient), CHEUNG, H. C. (Recipient) & LU, Y. (Recipient), Apr 2025
Prize: Other Research Award and Prize
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Outstanding Award of ASMPT Technology Award
MO, Y. Y. (Recipient), CHEUNG, H. C. (Recipient), TSOI, S. C. (Recipient), YEUNG, H. Y. (Recipient) & LU, Y. (Recipient), Jun 2025
Prize: Other Research Award and Prize
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The ASME CIE 2025 Best Conference Paper Award
YAN, Z. (Recipient) & LU, Y. (Recipient), Aug 2025
Prize: Best Paper Award and Prize