| Systematic literature review on data-driven models for predictive maintenance of railway track: Implications in geotechnical engineering J Xie, J Huang, C Zeng, SH Jiang, N Podlich Geosciences 10 (11), 425, 2020 | 87 | 2020 |
| Cracking performance of an operational tunnel lining due to local construction defects J Fu, J Xie, S Wang, J Yang, F Yang, H Pu International Journal of Geomechanics 19 (4), 04019019, 2019 | 43 | 2019 |
| Development of two-dimensional ground models by combining geotechnical and geophysical data J Xie, J Huang, J Lu, GJ Burton, C Zeng, Y Wang Engineering Geology 300, 106579, 2022 | 26 | 2022 |
| A generic framework for geotechnical subsurface modeling with machine learning J Xie, J Huang, C Zeng, S Huang, GJ Burton Journal of Rock Mechanics and Geotechnical Engineering 14 (5), 1366-1379, 2022 | 21 | 2022 |
| Prediction of mud pumping in railway track using in-service train data C Zeng, J Huang, J Xie, B Zhang, B Indraratna Transportation Geotechnics 31, 100651, 2021 | 11 | 2021 |
| Rail break prediction and cause analysis using imbalanced in-service train data C Zeng, J Huang, H Wang, J Xie, S Huang IEEE Transactions on Instrumentation and Measurement 71, 1-14, 2022 | 10 | 2022 |
| A back analysis scheme for refined soil stratification based on integrating borehole and CPT data J Xie, C Zeng, J Huang, Y Zhang, J Lu Geoscience Frontiers 15 (1), 101688, 2024 | 6 | 2024 |
| Learning from prior geological information for geotechnical soil stratification with tree-based methods J Xie, J Huang, DV Griffiths Engineering Geology 327, 107366, 2023 | 6 | 2023 |
| Probabilistic back-analysis of rainfall-induced landslides for slope reliability prediction with multi-source information SH Jiang, HH Jie, J Xie, J Huang, CB Zhou Journal of Rock Mechanics and Geotechnical Engineering, 2024 | 5 | 2024 |
| Settlement Predictions of a Trial Embankment on Ballina Clay S Huang, J Huang, R Kelly, C Zeng, J Xie ISSMGE International Journal of Geoengineering Case Histories 6 (4), 101-114, 2021 | 4 | 2021 |
| The effects of local cavities on the cracking performance of an existing tunnel lining J Fu, J Xie, J Yang, S Wang, F Yang Civil Infrastructures Confronting Severe Weathers and Climate Changes …, 2018 | 3 | 2018 |
| Enhancing the resolution of sparse rock property measurements using machine learning and random field theory J Xie, J Huang, F Zhang, J He, K Kang, Y Sun Journal of Rock Mechanics and Geotechnical Engineering, 2024 | 2 | 2024 |
| Updating reliability of pile groups with load tests considering spatially variable soils Y Zhang, J Huang, J Xie, A Giacomini, C Zeng Georisk: Assessment and Management of Risk for Engineered Systems and …, 2024 | 2 | 2024 |
| Deep Bayesian survival analysis of rail useful lifetime C Zeng, J Huang, H Wang, J Xie, Y Zhang Engineering Structures 295, 116822, 2023 | 2 | 2023 |
| Back-Analysis of Slope GNSS Displacements Using Geographically Weighted Regression and Least Squares Algorithms W Dai, Y Dai, J Xie Remote Sensing 15 (3), 759, 2023 | 2 | 2023 |
| PFC-FLAC coupling analysis of EPB shield excavation face stability F Jinyang, X Jiawei, F Yanan Journal of Huazhong University of Science and Technology (Natural Science …, 2019 | 2 | 2019 |
| Calibrating resistance factors of pile groups based on individual pile proof load tests Y Zhang, J Huang, J Xie, S Huang, Y Wang Structural Safety 111, 102517, 2024 | 1 | 2024 |
| 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 Y Dai, W Dai, J Xie Georisk: Assessment and Management of Risk for Engineered Systems and …, 2024 | 1 | 2024 |
| An explainable artificial intelligence approach for mud pumping prediction in railway track based on GIS information and in-service train monitoring data C Zeng, G Zhao, J Xie, J Huang, Y Wang Construction and Building Materials 401, 132716, 2023 | 1 | 2023 |
| Advancing spatial-temporal rock fracture prediction with virtual camera-based data augmentation J Xie, B Chen, J Huang, Y Zhang, C Zeng Tunnelling and Underground Space Technology 158, 106400, 2025 | | 2025 |
Jinsong HuangThe University of NewcastleZweryfikowany adres z newcastle.edu.au