Personal profile
Research interests
Computer Science / Information Technology - Artificial intelligence
Civil Engineering - Risk assessment
Civil Engineering - Uncertainty quantification and analysis
Computer Science / Information Technology - Surrogate modeling
Related documents
Education/Academic qualification
PhD in Civil Engineering, PhD, University of Notre Dame
2019
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 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Monitoring Greenhouse Gas Emission Point Sources From China Space Station
LI, J. (CoPI), SU, H. (PI), ZHANG, J. (CoPI), ZHANG, L. M. (CoPI), WANG, Z. (CoPI), ZHAI, C. (CoPI), GU, D. (CoPI), GAO, M. (CoPI), MA, X. (CoPI), ZHU, P. (CoPI), RONG, P. (CoPI), SHI, X. (CoPI), YAN, C. (CoPI) & NING, Z. (CoPI)
Innovation and Technology Commission, Stellerus Technology Limited, Starwiz Technology Co. Ltd
18/08/25 → 17/08/28
Project: Research
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A Physics-enhanced Neural-parameterized Framework for Offshore Wind Turbine Typhoon Risk Assessment under Changing Climates
GALASSO, C. (CoI), ZHANG, J. (PI) & ZHANG, D. (CoI)
1/07/25 → 30/06/28
Project: Research
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Tropical Cyclone Storm Surge Risk Assessment – A Digital Paradigm for Rapid Error-Calibrated Uncertainty Quantification
ZHANG, J. (PI)
1/07/24 → 30/06/27
Project: Research
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Construction skill transfer learning for smooth worker-robot collaboration in dynamic and uncertain workplaces
ZHANG, J. (CoPI), YU, Y. (PI), WANG, Z. (CoPI), HUANG, G. (CoPI), LI, H. (CoPI), MA, X. (CoPI), ZHENG, P. (CoPI) & LUO, X. (CoPI)
RGC - Collaborative Research Fund
30/06/24 → 29/06/27
Project: Research
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Assessing Hydrodynamic Characteristics of Floating Cylinder Arrays Using Physics-Informed Machine Learning
ZHANG, J. (PI)
National Natural Science Foundation of China
1/01/24 → 31/12/26
Project: Research
Research output
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Accurate concrete spalling segmentation from bounding box supervision using Segment Anything
Zhang, C., Mishra, D. K., Yuen, M. M. F., Yu, Y. & Zhang, J., Feb 2026, In: Automation in Construction. 182, 106752.Research output: Contribution to journal › Journal Article › peer-review
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Intra-city scale graph neural networks enhance short-term air temperature forecasting
Wang, H., Tang, J., Zhang, J. & Yang, J., 21 Jan 2026, In: Atmospheric Chemistry and Physics. 26, 2, p. 947-961 15 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Learning interpretable environment-dependent stochastic discrepancy equations for bias correction and epistemic uncertainty quantification of tropical cyclone models
Zhong, X., Jiang, W., Zhang, J. & Kareem, A., Feb 2026, In: Journal of Wind Engineering and Industrial Aerodynamics. 269, 106311.Research output: Contribution to journal › Journal Article › peer-review
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Reliable building inventory imputation for regional-scale risk assessment: An uncertainty-guided framework using spatially-enhanced Transformers
Song, Z., Jiang, W., Yi, S. R. & Zhang, J., Oct 2026, In: Reliability Engineering and System Safety. 274, 15 p., 112436.Research output: Contribution to journal › Journal Article › peer-review
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Scaffolding Probabilistic Reasoning in Civil Engineering Education: Integrating AI Tutoring with Simulation-Based Learning
Zhang, J., Jan 2026, In: Education Sciences. 16, 1, 34 p., 103.Research output: Contribution to journal › Journal Article › peer-review
Open Access
Activities
- 3 Editorial work
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Data-Centric Engineering (Journal)
ZHANG, J. (Editorial Board Member)
1 Jan 2025 → 1 Dec 2027Activity: Publication peer-review and editorial work › Editorial work
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Urban Resilience and Earthquake Engineering (Journal)
ZHANG, J. (Other Editorial Role)
1 Jan 2025 → …Activity: Publication peer-review and editorial work › Editorial work
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Advances in Wind Engineering (Journal)
ZHANG, J. (Other Editorial Role)
1 Apr 2024 → …Activity: Publication peer-review and editorial work › Editorial work
Awards
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Travel Award to NSF Workshop: Engineering Mechanics Education
ZHANG, J. (Recipient), Dec 2024
Prize: Honorary Award