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Analysis of post-ground settlement induced during twin tunnelling in silty sand Journal article
Kannangara, K. K.Pabodha M., Su, Li Jun, Zhou, Wan Huan. Analysis of post-ground settlement induced during twin tunnelling in silty sand[J]. Tunnelling and Underground Space Technology, 2024, 152, 105949.
Authors:  Kannangara, K. K.Pabodha M.;  Su, Li Jun;  Zhou, Wan Huan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.7/7.4 | Submit date：2024/08/05
Epb Shield  Face Pressure  Machine Learning  Multi-gene Genetic Programming  Silty Sand  Torque  
Mathematical model for approximating shield tunneling-induced surface settlement via multi-gene genetic programming Journal article
Zhi-Liang Cheng, K. K. Pabodha M. Kannangara, Li-Jun Su, Wan-Huan Zhou. Mathematical model for approximating shield tunneling-induced surface settlement via multi-gene genetic programming[J]. Acta Geotechnica, 2023, 18(9), 4923–4940.
Authors:  Zhi-Liang Cheng;  K. K. Pabodha M. Kannangara;  Li-Jun Su;  Wan-Huan Zhou
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:5.6/6.0 | Submit date：2023/08/03
Earth Pressure Balance Shield  Machine Learning  Multi-gene Genetic Programming  Tunneling-induced Settlement  
Physics-guided genetic programming for predicting field-monitored suction variation with effects of vegetation and atmosphere Journal article
Cheng, Zhi Liang, Kannangara, K. K.Pabodha M., Su, Li Jun, Zhou, Wan Huan, Tian, Chen. Physics-guided genetic programming for predicting field-monitored suction variation with effects of vegetation and atmosphere[J]. Engineering Geology, 2023, 315, 107031.
Authors:  Cheng, Zhi Liang;  Kannangara, K. K.Pabodha M.;  Su, Li Jun;  Zhou, Wan Huan;  Tian, Chen
Favorite | TC[WOS]:4 TC[Scopus]:7  IF:6.9/7.6 | Submit date：2023/04/03
Field-monitored Soil Suction  Physics-guided Genetic Programming  Performance Evaluation  Global Sensitivity Analysis  Uncertainty Analysis  
Investigation of feature contribution to shield tunneling-induced settlement using Shapley additive explanations method Journal article
Kannangara, K. K.Pabodha M., Zhou, Wanhuan, Ding, Zhi, Hong, Zhehao. Investigation of feature contribution to shield tunneling-induced settlement using Shapley additive explanations method[J]. Journal of Rock Mechanics and Geotechnical Engineering, 2022, 14(4), 1052-1063.
Authors:  Kannangara, K. K.Pabodha M.;  Zhou, Wanhuan;  Ding, Zhi;  Hong, Zhehao
Favorite | TC[WOS]:64 TC[Scopus]:74  IF:9.4/7.6 | Submit date：2022/05/17
Boruta Algorithm  Feature Selection  Pearson Correlation Method  Shapley Additive Explanations (Shap) Analysis  Shield Operational Parameters  
Surface settlements induced by twin tunneling in silty sand Journal article
Kannangara, K. K.Pabodha M., Ding, Zhi, Zhou, Wan Huan. Surface settlements induced by twin tunneling in silty sand[J]. Underground Space (China), 2022, 7(1), 58-75.
Authors:  Kannangara, K. K.Pabodha M.;  Ding, Zhi;  Zhou, Wan Huan
Favorite | TC[WOS]:24 TC[Scopus]:27  IF:8.2/6.8 | Submit date：2022/03/04
Surface Settlement  Earth Pressure Balance Shield  Filed Measurement  Shield Operational Parameters