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
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
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)
Starwiz Technology Co. Ltd, Stellerus Technology Limited, Innovation and Technology Commission
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
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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Computationally and Memory Efficient Graph Neural Network for Emulating Storm Surge Inundation State Over Extended Geospatial Domains
Toofani Movaghar, P., Taflandis, A. A., Nadal-Caraballo, N. C. & Zhang, J., Apr 2026, In: Journal of Geophysical Research: Machine Learning and Computation. 3, 2, 27 p., e2025JH001032.Research output: Contribution to journal › Journal Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Deep surrogate-based GPU-accelerated optimization for wind-resistant shear wall layout
Khedr, A. G., Tse, T. K. T. & Zhang, J., Feb 2026, In: Structures. 84, 15 p., 111071.Research output: Contribution to journal › Journal Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Efficient importance sampling for stochastic simulators using adaptive mixture density networks
Peng, H. & Zhang, J., Jul 2026, In: Structural Safety. 121, 17 p., 102709.Research output: Contribution to journal › Journal Article › peer-review
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Enhancing household water end-use estimates from low time-resolution smart meter data via stochastic discrete event modeling and Bayesian inference
Fang, X., Zhang, J., Mauter, M. S., Cominola, A. & Lu, Z., 1 May 2026, In: Water Research X. 31, 10 p., 100526.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