论文发表
期刊论文与会议论文
Soil Stratification from Sparse Boreholes Based on Transition Probability-Informed Machine Learning
Jiawei Xie†, Jinsong Huang, Shui-Hua Jiang, Yuting Zhang, Jingjing Meng
Journal of Geotechnical and Geoenvironmental Engineering 2026
ASCE旗舰期刊，JCR Q1
Robust Calibration of Shaft and Base Resistance Factors for Piles Based on Multiobjective Optimization
Yuting Zhang, Jinsong Huang, Anna Giacomini, Jiawei Xie, Jianlin Lu
Journal of Geotechnical and Geoenvironmental Engineering 2025
Advancing spatial-temporal rock fracture prediction with virtual camera-based data augmentation
Jiawei Xie†, Baolin Chen, Jinsong Huang, Yuting Zhang, Cheng Zeng
Tunnelling and Underground Space Technology 2025
中科院一区Top期刊，IF: 7.4
Bayesian inverse analysis with field observation for slope failure mechanism and reliability assessment under rainfall accounting for nonstationary characteristics of soil properties
Xian Liu, Shui-Hua Jiang, Jiawei Xie, Xueyou Li
Soils and Foundations 2025
Enhancing Bayesian probabilistic back-analysis efficiency using multi-type surface and subsurface monitoring data: Case study of the Baihetan left bank slope
Wujiao Dai, Yue Dai, Jiawei Xie, Shaoluo Shen, Guangwei Shen, Yuanhang Wang
Computers and Geotechnics 2025
Enhancing data reuse in tunnelling site investigation through transfer learning-based historical data mining
Jiawei Xie†, Baolin Chen, Shui-Hua Jiang, Hongyu Guo, Si Xie, Jinsong Huang
Underground Space 2025
中科院一区Top期刊，IF: 8.3
Deep learning-based calibration of resistance factors for pile groups with load tests
Yuting Zhang, Jinsong Huang, Jiawei Xie, Shui-Hua Jiang, Cheng Zeng
Acta Geotechnica 2025
A versatile synthetic data generation framework for crack detection
Jiawei Xie†, Baolin Chen, Anna Giacomini, Hongyu Guo, Umair Iqbal, Jinsong Huang
Engineering Structures 2025
中科院一区Top期刊，IF: 6.4
Fast trace mapping on 3D rock point clouds using anomaly detection without normal estimation
Jiawei Xie†, Anna Giacomini, Shui-Hua Jiang, Yuting Zhang, Jinsong Huang
Engineering Geology 2025
中科院一区Top期刊，IF: 8.4
A back analysis scheme for refined soil stratification based on integrating borehole and CPT data
Jiawei Xie†, Cheng Zeng, Jinsong Huang, Yuting Zhang, Jianlin Lu
Geoscience Frontiers 2024
中科院一区Top期刊，IF: 8.9
Updating reliability of pile groups with load tests considering spatially variable soils
Yuting Zhang, Jinsong Huang, Jiawei Xie, Anna Giacomini, Cheng Zeng
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards 2024
Probabilistic back-analysis of rainfall-induced landslides for slope reliability prediction with multi-source information
Shui-Hua Jiang, Hong-Hu Jie, Jiawei Xie, Jinsong Huang, Chuang-Bing Zhou
Journal of Rock Mechanics and Geotechnical Engineering 2024
Enhancing the resolution of sparse rock property measurements using machine learning and random field theory
Jiawei Xie†, Jinsong Huang, Fuxiang Zhang, Jixiang He, Kaifeng Kang, Yunqiang Sun
Journal of Rock Mechanics and Geotechnical Engineering 2024
中科院一区Top期刊，IF: 10.2
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
Yue Dai, Wujiao Dai, Jiawei Xie
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards 2024
Calibrating resistance factors of pile groups based on individual pile proof load tests
Yuting Zhang, Jinsong Huang, Jiawei Xie, Shan Huang, Yankun Wang
Structural Safety 2024
Back-Analysis of Slope GNSS Displacements Using Geographically Weighted Regression and Least Squares Algorithms
Wujiao Dai, Yue Dai, Jiawei Xie
Remote Sensing 2023
Inferring Semi-Parametric Gaussian Process Model Parameters for Missing Geotechnical Data Prediction
Jiawei Xie†, Jinsong Huang, Yuting Zhang
Geo-Risk 2023 2023
An explainable artificial intelligence approach for mud pumping prediction in railway track based on GIS information and in-service train monitoring data
Cheng Zeng, Guohan Zhao, Jiawei Xie†, Jinsong Huang, Yankun Wang
Construction and Building Materials 2023
通讯作者，中科院一区Top期刊，IF: 8.0
Deep Bayesian survival analysis of rail useful lifetime
Cheng Zeng, Jinsong Huang, Hongrui Wang, Jiawei Xie, Yuting Zhang
Engineering Structures 2023
Learning from prior geological information for geotechnical soil stratification with tree-based methods
Jiawei Xie†, Jinsong Huang, DV Griffiths
Engineering Geology 2023
中科院一区Top期刊，IF: 8.4
Development of two-dimensional ground models by combining geotechnical and geophysical data
Jiawei Xie†, Jinsong Huang, Jianlin Lu, Glen J Burton, Cheng Zeng, Yankun Wang
Engineering Geology 2022
中科院一区Top期刊，IF: 8.4
A generic framework for geotechnical subsurface modeling with machine learning
Jiawei Xie†, Jinsong Huang, Cheng Zeng, Shan Huang, Glen J Burton
Journal of Rock Mechanics and Geotechnical Engineering 2022
中科院一区Top期刊，IF: 10.2
Rail break prediction and cause analysis using imbalanced in-service train data
Cheng Zeng, Jinsong Huang, Hongrui Wang, Jiawei Xie, Shan Huang
IEEE Transactions on Instrumentation and Measurement 2022
Settlement Predictions of a Trial Embankment on Ballina Clay
Shan Huang, Jinsong Huang, Richard Kelly, Cheng Zeng, Jiawei Xie
ISSMGE International Journal of Geoengineering Case Histories 2021
Prediction of mud pumping in railway track using in-service train data
Cheng Zeng, Jinsong Huang, Jiawei Xie, Bo Zhang, Buddhima Indraratna
Transportation Geotechnics 2021
Systematic literature review on data-driven models for predictive maintenance of railway track: Implications in geotechnical engineering
Jiawei Xie, Jinsong Huang, Cheng Zeng, Shui-Hua Jiang, Nathan Podlich
Geosciences 2020
A Bayesian framework for probabilistic site investigation
Richard Kelly, Jiawei Xie, Jinsong Huang
6th International Conference on Geotechnical and Geophysical Site Characterization 2020
Cracking performance of an operational tunnel lining due to local construction defects
Jinyang Fu, Jiawei Xie, Shuying Wang, Junsheng Yang, Feng Yang, Hao Pu
International Journal of Geomechanics 2019
PFC-FLAC coupling analysis of EPB shield excavation face stability
Jinyang Fu, Jiawei Xie, Yanan Fang, others
Journal of Huazhong University of Science and Technology (Natural Science Edition) 2019
The effects of local cavities on the cracking performance of an existing tunnel lining
Jinyang Fu, Jiawei Xie, Junsheng Yang, Shuying Wang, Feng Yang
Civil Infrastructures Confronting Severe Weathers and Climate Changes Conference 2018