| Automated extraction and evaluation of fracture trace maps from rock tunnel face images via deep learning J Chen, M Zhou, H Huang, D Zhang, Z Peng International Journal of Rock Mechanics and Mining Sciences 142, 104745, 2021 | 121 | 2021 |
| Deep learning based classification of rock structure of tunnel face J Chen, T Yang, D Zhang, H Huang, Y Tian Geoscience Frontiers 12 (1), 395-404, 2021 | 116 | 2021 |
| Machine learning-based classification of rock discontinuity trace: SMOTE oversampling integrated with GBT ensemble learning J Chen, H Huang, AG Cohn, D Zhang, M Zhou International Journal of Mining Science and Technology 32 (2), 309-322, 2022 | 107 | 2022 |
| Deep learning‐based classification and instance segmentation of leakage‐area and scaling images of shield tunnel linings S Zhao, M Shadabfar, D Zhang, J Chen, H Huang Structural Control and Health Monitoring 28 (6), e2732, 2021 | 70 | 2021 |
| Towards automated 3D inspection of water leakages in shield tunnel linings using mobile laser scanning data H Huang, W Cheng, M Zhou, J Chen, S Zhao Sensors 20 (22), 6669, 2020 | 69 | 2020 |
| Towards semi-automatic discontinuity characterization in rock tunnel faces using 3D point clouds J Chen, H Huang, M Zhou, K Chaiyasarn Engineering Geology 291, 106232, 2021 | 67 | 2021 |
| Quantification of water inflow in rock tunnel faces via convolutional neural network approach J Chen, M Zhou, D Zhang, H Huang, F Zhang Automation in Construction 123, 103526, 2021 | 63 | 2021 |
| Deep learning-based instance segmentation of cracks from shield tunnel lining images H Huang, S Zhao, D Zhang, J Chen Structure and Infrastructure Engineering 18 (2), 183-196, 2022 | 59 | 2022 |
| Image-based segmentation and quantification of weak interlayers in rock tunnel face via deep learning J Chen, D Zhang, H Huang, M Shadabfar, M Zhou, T Yang Automation in Construction 120, 103371, 2020 | 56 | 2020 |
| Multi-source data driven method for assessing the rock mass quality of a NATM tunnel face via hybrid ensemble learning models M Zhou, J Chen, H Huang, D Zhang, S Zhao, M Shadabfar International Journal of Rock Mechanics and Mining Sciences 147, 104914, 2021 | 51 | 2021 |
| A novel approach to automated 3d spalling defects inspection in railway tunnel linings using laser intensity and depth information M Zhou, W Cheng, H Huang, J Chen Sensors 21 (17), 5725, 2021 | 43 | 2021 |
| Face stability analysis of circular tunnels in layered rock masses using the upper bound theorem J Man, M Zhou, D Zhang, H Huang, J Chen Journal of Rock Mechanics and Geotechnical Engineering 14 (6), 1836-1848, 2022 | 39 | 2022 |
| A novel image-based approach for interactive characterization of rock fracture spacing in a tunnel face J Chen, Y Chen, AG Cohn, H Huang, J Man, L Wei Journal of Rock Mechanics and Geotechnical Engineering 14 (4), 1077-1088, 2022 | 25 | 2022 |
| Analytical model for tunnel face stability in longitudinally inclined layered rock masses with weak interlayer J Man, H Huang, Z Ai, J Chen Computers and Geotechnics 143, 104608, 2022 | 25 | 2022 |
| Stability of complex rock tunnel face under seepage flow conditions using a novel equivalent analytical model J Man, H Huang, Z Ai, J Chen, F Wang International Journal of Rock Mechanics and Mining Sciences 170, 105427, 2023 | 15 | 2023 |
| A hierarchical DCNN-based approach for classifying imbalanced water inflow in rock tunnel faces J Chen, H Huang, AG Cohn, M Zhou, D Zhang, J Man Tunnelling and Underground Space Technology 122, 104399, 2022 | 14 | 2022 |
| Towards automated 3D evaluation of water leakage on a tunnel face via improved GAN and self-attention DL model C Wu, H Huang, L Zhang, J Chen, Y Tong, M Zhou Tunnelling and Underground Space Technology 142, 105432, 2023 | 13 | 2023 |
| A critical review of automated extraction of rock mass parameters using 3D point cloud data J Chen, Q Fang, D Zhang, H Huang Intelligent Transportation Infrastructure 2, liad005, 2023 | 11 | 2023 |
| Rock mass quality prediction on tunnel faces with incomplete multi-source dataset via tree-augmented naive Bayesian network H Huang, C Wu, M Zhou, J Chen, T Han, L Zhang International Journal of Mining Science and Technology 34 (3), 323-337, 2024 | 8 | 2024 |
| Deformation prediction and analysis of underground mining during stacking of dry gangue in open-pit based on response surface methodology X Qiu, J Chen, X Shi, S Zhang, J Zhou, X Chen Journal of Central South University 25 (2), 406-417, 2018 | 8 | 2018 |
Hongwei Huang同济大学地下工程系教授Adresă de e-mail confirmată pe tongji.edu.cn
