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Zeng, Cheng, Huang, Jinsong, Xie, Jiawei, Zhang, Bo, Indraratna, Buddhima. Elsevier; 2021. Prediction of mud pumping in railway track using in-service train data.
Xie, Jiawei, Huang, Jinsong, Zeng, Cheng, Huang, Shan, Burton, Glen J.. Institute of Rock and Soil Mechanics, Chinese Academy of Sciences; 2022. A generic framework for geotechnical subsurface modeling with machine learning.
Xie, Jiawei, Huang, Jinsong, Zeng, Cheng, Jiang, Shui-Hua, Podlich, Nathan. MDPI AG; 2020. Systematic literature review on data-driven models for predictive maintenance of railway track: Implications in geotechnical engineering.
Dai, Wujiao, Dai, Yue, Xie, Jiawei. MDPI AG; 2023. Back-Analysis of Slope GNSS Displacements Using Geographically Weighted Regression and Least Squares Algorithms.
Zeng, Cheng, Huang, Jinsong, Wang, Hongrui, Xie, Jiawei, Zhang, Yuting. Elsevier; 2023. Deep Bayesian survival analysis of rail useful lifetime.
Zeng, Cheng, Zhao, Gouhan, Xie, Jiawei, Huang, Jinsong, Wang, Yankun. Elsevier; 2023. An explainable artificial intelligence approach for mud pumping prediction in railway track based on GIS information and in-service train monitoring data.
Zeng, Cheng, Huang, Jinsong, Wang, Hongrui, Xie, Jiawei, Huang, Shan. Institute of Electrical and Electronics Engineers (IEEE); 2022. Rail Break Prediction and Cause Analysis Using Imbalanced In-Service Train Data.
Huang, Shan, Huang, Jinsong, Kelly, Richard, Zeng, Cheng, Xie, Jiawei. International Society for Soil Mechanics and Geotechnical Engineering; 2021. Settlement Predictions of a Trial Embankment on Ballina Clay.
Xie, Jiawei. Integrating multiple sources of data for inhomogeneous soil profile. 2023.
Xie, Jiawei, Huang, Jinsong, Lu, Jianlin, Burton, Glen J., Zeng, Cheng, Wang, Yankun. Elsevier; 2022. Development of two-dimensional ground models by combining geotechnical and geophysical data.
Xie, Jiawei, Zeng, Cheng, Huang, Jinsong, Zhang, Yuting, Lu, Jianlin. Zhongguo Dizhi Daxue,China University of Geosciences; 2024. A back analysis scheme for refined soil stratification based on integrating borehole and CPT data.
Xie, Jiawei, Huang, Jinsong, Zhang, Yuting. American Society of Civil Engineers; 2023. Inferring Semi-Parametric Gaussian Process Model Parameters for Missing Geotechnical Data Prediction.
Xie, Jiawei, Huang, Jinsong, Griffiths, D. V.. Elsevier; 2023. Learning from prior geological information for geotechnical soil stratification with tree-based methods.