Projects per year
Personal profile
Research interests
Civil Engineering - Civil and structural engineering
Computer Science / Information Technology - Artificial intelligence
Civil Engineering - Risk assessment
Civil Engineering - Uncertainty quantification and analysis
Computer Science / Information Technology - Surrogate modeling
Computer Science / Information Technology - Artificial intelligence
Civil Engineering - Risk assessment
Civil Engineering - Uncertainty quantification and analysis
Computer Science / Information Technology - Surrogate modeling
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):
Related documents
Education/Academic qualification
PhD in Civil Engineering, PhD, University of Notre Dame
2019
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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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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)
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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Towards high-fidelity urban wind profiles for the built environment: a neural field to fuse multi-source observational data in Guangzhou, China
Gu, T., Liang, Y., Yan, Y., Jiang, W., Yue, H., Hu, G. & Zhang, J., 15 Jan 2026, In: Building and Environment. 288, 114009.Research output: Contribution to journal › Journal Article › peer-review
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Accelerating Seismic Response Distribution Estimation With Scalable Mixture Density Network Stochastic Surrogate Models
Peng, H., Taflanidis, A. A. & Zhang, J., 18 Dec 2025, (E-pub ahead of print) In: Earthquake Engineering and Structural Dynamics.Research output: Contribution to journal › Journal Article › peer-review
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Adaptive Virtual Modeling Aided Stochastic Free Vibration Analysis of the Perovskite Solar Cell
Bo, L. & Zhang, J., 2025, Proceedings of the 1st International Conference on Engineering Structures, ICES 2024. Yang, J., Fu, J., Liu, A. & Ng, C.-T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 643-652 10 p. (Lecture Notes in Civil Engineering; vol. 599 LNCE).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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Concrete Damage Identification and Localization for Structural Health Monitoring Based on Piezoelectric Sensors
Li, H., Di, B., Zheng, Y., Ma, H., Huang, X., Wu, H. & Zhang, J., Apr 2025, In: Sensors (Switzerland). 25, 8, 2532.Research output: Contribution to journal › Journal Article › peer-review
Open Access1 Citation (Scopus) -
Deep probabilistic modeling of environment-dependent tropical cyclone intensity evolution using Flow generative models
Jiang, W., Zhong, X., Zhang, J. & Kareem, A., Sept 2025, In: Journal of Wind Engineering and Industrial Aerodynamics. 264, 106127.Research output: Contribution to journal › Journal Article › peer-review
1 Citation (Scopus)
Activities
- 3 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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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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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