| Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization W Zhang, C Wu, H Zhong, Y Li, L Wang Geoscience Frontiers 12 (1), 469-477, 2021 | 759 | 2021 |
| Multivariate adaptive regression splines and neural network models for prediction of pile drivability W Zhang, ATC Goh Geoscience Frontiers 7 (1), 45-52, 2016 | 525 | 2016 |
| Application of deep learning algorithms in geotechnical engineering: a short critical review W Zhang, H Li, Y Li, H Liu, Y Chen, X Ding Artificial Intelligence Review, 1-41, 2021 | 462 | 2021 |
| State-of-the-art review of soft computing applications in underground excavations W Zhang, R Zhang, C Wu, ATC Goh, S Lacasse, Z Liu, H Liu Geoscience Frontiers 11 (4), 1095-1106, 2020 | 444 | 2020 |
| Multivariate adaptive regression splines for analysis of geotechnical engineering systems WG Zhang, ATC Goh Computers and Geotechnics 48, 82-95, 2013 | 360 | 2013 |
| Landslide susceptibility mapping using hybrid random forest with GeoDetector and RFE for factor optimization X Zhou, H Wen, Y Zhang, J Xu, W Zhang Geoscience Frontiers 12 (5), 101211, 2021 | 289 | 2021 |
| Application of machine learning, deep learning and optimization algorithms in geoengineering and geoscience: Comprehensive review and future challenge W Zhang, X Gu, L Tang, Y Yin, D Liu, Y Zhang Gondwana Research 109, 1-17, 2022 | 252 | 2022 |
| Predicting TBM penetration rate in hard rock condition: a comparative study among six XGB-based metaheuristic techniques J Zhou, Y Qiu, DJ Armaghani, W Zhang, C Li, S Zhu, R Tarinejad Geoscience Frontiers 12 (3), 101091, 2021 | 250 | 2021 |
| Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method L Wang, C Wu, L Tang, W Zhang, S Lacasse, H Liu, L Gao Acta Geotechnica 15, 3135-3150, 2020 | 246 | 2020 |
| Influence of particle breakage on critical state line of rockfill material Y Xiao, H Liu, X Ding, Y Chen, J Jiang, W Zhang International Journal of Geomechanics 16 (1), 04015031, 2016 | 245 | 2016 |
| Soft computing approach for prediction of surface settlement induced by earth pressure balance shield tunneling WG Zhang, HR Li, CZ Wu, YQ Li, ZQ Liu, HL Liu Underground Space 6 (4), 353-363, 2021 | 221 | 2021 |
| Probabilistic stability analysis of earth dam slope under transient seepage using multivariate adaptive regression splines L Wang, C Wu, X Gu, H Liu, G Mei, W Zhang Bulletin of Engineering Geology and the Environment 79, 2763-2775, 2020 | 219 | 2020 |
| Assessment of pile drivability using random forest regression and multivariate adaptive regression splines W Zhang, C Wu, Y Li, L Wang, P Samui Georisk: Assessment and Management of Risk for Engineered Systems and …, 2021 | 201 | 2021 |
| Future of machine learning in geotechnics KK Phoon, W Zhang Georisk: Assessment and Management of Risk for Engineered Systems and …, 2023 | 200 | 2023 |
| Slope stability prediction using ensemble learning techniques: A case study in Yunyang County, Chongqing, China W Zhang, H Li, L Han, L Chen, L Wang Journal of Rock Mechanics and Geotechnical Engineering 14 (4), 1089-1099, 2022 | 192 | 2022 |
| Determination of earth pressure balance tunnel-related maximum surface settlement: a multivariate adaptive regression splines approach ATC Goh, W Zhang, Y Zhang, Y Xiao, Y Xiang Bulletin of Engineering Geology and the Environment 77, 489-500, 2018 | 177 | 2018 |
| A simple prediction model for wall deflection caused by braced excavation in clays W Zhang, ATC Goh, F Xuan Computers and Geotechnics 63, 67-72, 2015 | 173 | 2015 |
| Assessment of soil liquefaction based on capacity energy concept and multivariate adaptive regression splines W Zhang, ATC Goh, Y Zhang, Y Chen, Y Xiao Engineering Geology 188, 29-37, 2015 | 163 | 2015 |
| Reliability assessment on stability of tunnelling perpendicularly beneath an existing tunnel considering spatial variabilities of rock mass properties F Chen, L Wang, W Zhang Tunnelling and Underground Space Technology 88, 276-289, 2019 | 158 | 2019 |
| Application of transparent soil model test and DEM simulation in study of tunnel failure mechanism Y Xiang, H Liu, W Zhang, J Chu, D Zhou, Y Xiao Tunnelling and Underground Space Technology 74, 178-184, 2018 | 155 | 2018 |
