Objects
Xie, Jiawei, Huang, Jinsong, Zhang, Yuting. American Society of Civil Engineers; 2023. Inferring Semi-Parametric Gaussian Process Model Parameters for Missing Geotechnical Data Prediction.
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, 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.
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, 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.
Zhang, Yuting, Huang, Jinsong, Xie, Jiawei, Huang, Shan, Wang, Yankun. Elsevier; 2024. Calibrating resistance factors of pile groups based on individual pile proof load tests.
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, Griffiths, D. V.. Elsevier; 2023. Learning from prior geological information for geotechnical soil stratification with tree-based methods.
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.
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. Integrating multiple sources of data for inhomogeneous soil profile. 2023.
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.
Dai, Yue, Dai, Wujiao, Xie, Jiawei. Taylor & Francis; 2025. Slope multi-step excavation displacement prediction surrogate model based on a long short-term memory neural network: for small sample data and multi-feature multi-task learning.