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J

Jize Zhang

the hong kong university of science and technology

21H-index
111Paper Count
1.9KCitation Count
Published Papers 55
Publication Date
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Bayesian probability density evolution method for reliability analysis with stepwise uncertainty reduction
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-06-20
err0
errOAAI
errTong Zhou; Xujia Zhu; Tong Guo; Han Peng; Jize Zhang
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Physics-informed 3D wind field reconstruction in the urban canopy from LiDAR observations
errBuilding and Environment
IF7.6
err2026-05-29
err0
PREAI
errWenjun Jiang; Taofeng Gu; Jize Zhang; Gang Hu; Wen-Li Chen; Hui Li
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errSave
Projection-based low-dimensional parameterization method for three-dimensional discrete fracture networks through generative adversarial network
errJournal of Rock Mechanics and Geotechnical Engineering
IF10.2
err2026-04-25
err0
errOAAI
errZheng Teng; Hui Wu; Kun Zhang; Jize Zhang; Xin Ju; Bin Chen
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errSave
Spatially localized dimensionality reduction for storm surge analysis: a Non-negative Matrix Factorization framework for imputation, bias correction, and surrogate modeling
errApplied Ocean Research
IF4.4
err2026-04-14
err0
errOAAI
errXi Zhong; Wenjun Jiang; Antonia Sebastian; Alessandro Stocchino; Jize Zhang
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errSave
Reliable building inventory imputation for regional-scale risk assessment: An uncertainty-guided framework using spatially-enhanced Transformers
errReliability Engineering & System Safety
IF11
err2026-02-18
err0
PREAI
errZihao Song; Wenjun Jiang; Sang-ri Yi; Jize Zhang
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errSave
Intra-city scale graph neural networks enhance short-term air temperature forecasting
errAtmospheric Chemistry and Physics
IF5.1
err2026-01-30
err0
errOAAI
errHan Wang; Jianheng Tang; Jize Zhang; Jiachuan Yang
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errSave
Scaffolding Probabilistic Reasoning in Civil Engineering Education: Integrating AI Tutoring with Simulation-Based Learning
errEducation Sciences
IF2.6
err2026-01-27
err0
errOAAI
errJize Zhang
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errSave
Deep surrogate-based GPU-accelerated optimization for wind-resistant shear wall layout
errStructures
IF4.3
err2026-01-09
err0
PREAI
errA.G. Khedr; Tim K.T. Tse; Jize Zhang
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errSave
Accurate concrete spalling segmentation from bounding box supervision using Segment Anything
errAutomation in Construction
IF11.5
err2026-01-03
err0
PREAI
errChen Zhang; Dhanada K. Mishra; Matthew M.F. Yuen; Yantao Yu; Jize Zhang
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errSave
Learning interpretable environment-dependent stochastic discrepancy equations for bias correction and epistemic uncertainty quantification of tropical cyclone models
errJournal of Wind Engineering and Industrial Aerodynamics
IF4.9
err2025-12-15
err0
PREAI
errXi Zhong; Wenjun Jiang; Jize Zhang; Ahsan Kareem
errShare
errSave
Accelerating Seismic Response Distribution Estimation With Scalable Mixture Density Network Stochastic Surrogate Models
errEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS
IF5
err2025-12-01
err0
PREAI
errPeng, Han; Taflanidis, Alexandros A.; Zhang, Jize
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errSave
Towards high-fidelity urban wind profiles for the built environment: a neural field to fuse multi-source observational data in Guangzhou, China
errBuilding and Environment
IF7.6
err2025-11-17
err0
PREAI
errTaofeng Gu; Yang Liang; Yangtian Yan; Wenjun Jiang; Haiyan Yue; Gang Hu; Jize Zhang
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errSave
Generating high-fidelity discrete fracture networks from low-dimensional latent spaces using generative adversarial network
errInternational Journal of Rock Mechanics and Mining Sciences
IF7.5
err2025-11-04
err0
PREAI
errZheng Teng; Hui Wu; Jize Zhang; Xin Ju; Shengwen Qi
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errSave
Efficient unsupervised domain adaptation for crack segmentation with interpretable Fourier- Morphology blending and Uncertainty-guided self-training
errCOMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
IF9.1
err2025-11-01
err0
errOAAI
errBhattacharya, Saheli; Zhang, Chen; Mishra, Dhanada K.; Yuen, Matthew M. F.; Zhang, Jize
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Deep virtual model assisted dynamic buckling and reliability analysis of stiffened perovskite solar cells under high-dimensional and categorical factors
errComposite Structures
IF7.1
err2025-09-26
err0
PREAI
errLuo Bo; Jize Zhang; Shaoyu Zhao; Jie Yang
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errSave
Probability density evolution method for structural reliability analysis: A parallel Bayesian active learning perspective
errComputers & Structures
IF4.8
err2025-08-28
err0
PREAI
errTong Zhou; Tong Guo; Jize Zhang
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errSave
Multi-point active learning probability density evolution method
errStructural Safety
IF6.3
err2025-07-08
err0
PREAI
errTong Zhou; Tong Guo; Xujia Zhu; Alexandros A. Taflanidis; Jize Zhang
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errSave
On structural loads and responses of monopile offshore wind turbines under typhoons: Numerical case study of Super Typhoon Chan-hom
errCase Studies in Construction Materials
IF6.6
err2025-07-08
err0
errOAAI
errDongqin Zhang; Xi Zhong; Kai Wei; Shunyun Zheng; Chao Li; Gang Hu; Jize Zhang
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errSave
iCE-NGM: Improved cross-entropy importance sampling with non-parametric adaptive Gaussian mixtures and budget-informed stopping criterion
errReliability Engineering & System Safety
IF11
err2025-06-13
err0
errOAAI
errTianyu Zhang; Jize Zhang
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errSave
Deep probabilistic modeling of environment-dependent tropical cyclone intensity evolution using Flow generative models
errJournal of Wind Engineering and Industrial Aerodynamics
IF4.9
err2025-06-04
err0
PREAI
errWenjun Jiang; Xi Zhong; Jize Zhang; Ahsan Kareem
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Christopher J L Murray
H-index: 256 · Papers: 1.0K
S
Simon I Hay
H-index: 231 · Papers: 899
A
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H-index: 215 · Papers: 931
T
Theo Vos
H-index: 199 · Papers: 679
J
John A. Rogers
H-index: 166 · Papers: 1.1K
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