Personal profile
Education/Academic qualification
Bachelor of Engineering, Huazhong University of Science and Technology
Master of Engineering, Huazhong University of Science and Technology
Doctor of Philosophy, Nanyang Technological University
Keywords
- TA Engineering (General). Civil engineering (General)
- Structural Health Monitoring
- Damage Identification
- Finite Element Model Updating
- Machine Learning
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Collaborations and top research areas from the last five years
Research output
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Wake dynamics and coherence modes of vertical-axis wind turbines: The role of atmospheric boundary layer
Wen, J., Liu, C., Zhang, S., Zhou, L., Tang, H., Xia, Y. & Zhang, H., 1 Jun 2025, In: Physics of Fluids. 37, 6, 067123.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
A Modal Derivatives Enhanced Kron's Substructuring Method to Calculate Structural Responses and Response Sensitivities of Geometrically Nonlinear Systems
Tian, W., Weng, S. & Xia, Y., 15 Jan 2024, In: International Journal of Structural Stability and Dynamics. 24, 1, 2450005.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Link opens in a new tab Citation (Scopus) -
Deep learning-based prediction of structural responses of RC slabs subjected to blast loading
Zhou, X. Q., Huang, B. G., Wang, X. Y. & Xia, Y., 15 Jul 2024, In: Engineering Structures. 311, 118184.Research output: Journal article publication › Journal article › Academic research › peer-review
13 Link opens in a new tab Citations (Scopus) -
Few-shot classification for sensor anomalies with limited samples
Zhang, Y., Wang, X. & Xia, Y., Jun 2024, In: Journal of Infrastructure Intelligence and Resilience. 3, 2, 100087.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
Finite element model-informed deep learning for equivalent force estimation and full-field response calculation
Li, Y., Ni, P., Sun, L. & Xia, Y., 1 Jan 2024, In: Mechanical Systems and Signal Processing. 206, 110892.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access45 Link opens in a new tab Citations (Scopus)
Prizes
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2018 State Technological Innovation Award (Second Class Prize) (2018年度國家技術發明獎二等獎)
Xia, Y. (Recipient), 2018
Prize: Prize (research)
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Commendation Merit - Structural Excellence Award
Xia, Y. (Recipient), Feb 2019
Prize: Prize (research)
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Activities
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Advances in Bridge Engineering (Journal)
Xia, Y. (Editorial board member)
2020 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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International Society for Structural Health Monitoring of Intelligent Infrastructure (External organisation)
Xia, Y. (Council member)
2019 → …Activity: Office holder / membership of professional bodies › Office holder / member of council
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The Monitor (Journal)
Xia, Y. (Associate editor)
2019 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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Hong Kong Institution of Engineers (External organisation)
Xia, Y. (Member)
2018 → …Activity: Office holder / membership of professional bodies › Office holder / member of other professional body
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International Journal of Lifecycle Performance Engineering (Journal)
Xia, Y. (Associate editor)
2017 → …Activity: Publication peer-review and editorial work › Editorial work for journals