| 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 | 443 | 2020 |
| Time series analysis and long short-term memory neural network to predict landslide displacement B Yang, K Yin, S Lacasse, Z Liu Landslides 16, 677-694, 2019 | 366 | 2019 |
| 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 | 219 | 2021 |
| Modelling of shallow landslides with machine learning algorithms Z Liu, G Gilbert, JM Cepeda, AOK Lysdahl, L Piciullo, H Hefre, S Lacasse Geoscience Frontiers 12 (1), 385-393, 2021 | 163 | 2021 |
| Machine learning and landslide studies: recent advances and applications FS Tehrani, M Calvello, Z Liu, L Zhang, S Lacasse Natural Hazards 114 (2), 1197-1245, 2022 | 160 | 2022 |
| A three-level framework for multi-risk assessment Z Liu, F Nadim, A Garcia-Aristizabal, A Mignan, K Fleming, BQ Luna Georisk: Assessment and management of risk for engineered systems and …, 2015 | 151 | 2015 |
| A new look at the statistics of tailings dam failures L Piciullo, EB Storrøsten, Z Liu, F Nadim, S Lacasse Engineering Geology 303, 106657, 2022 | 128 | 2022 |
| Algorithms for intelligent prediction of landslide displacements Z Liu, D Guo, S Lacasse, J Li, B Yang, J Choi Journal of Zhejiang University-SCIENCE A 21 (6), 412-429, 2020 | 84 | 2020 |
| Quantitative evaluation of geological uncertainty and its influence on tunnel structural performance using improved coupled Markov chain JZ Zhang, HW Huang, DM Zhang, KK Phoon, ZQ Liu, C Tang Acta Geotechnica 16, 3709-3724, 2021 | 83 | 2021 |
| Improved coupled Markov chain method for simulating geological uncertainty JZ Zhang, ZQ Liu, DM Zhang, HW Huang, KK Phoon, YD Xue Engineering Geology 298, 106539, 2022 | 63 | 2022 |
| Spatiotemporal modelling of rainfall-induced landslides using machine learning CWW Ng, B Yang, ZQ Liu, JSH Kwan, L Chen Landslides 18 (7), 2499-2514, 2021 | 55 | 2021 |
| A new'unified'CPT-based axial pile capacity design method for driven piles in sand BM Lehane, Z Liu, E Bittar, F Nadim, S Lacasse, R Jardine, P Carotenuto, ... 4th International Symposium on Frontiers in Offshore Geotechnics (postponed …, 2020 | 55 | 2020 |
| Tunnelling-induced response of buried pipelines and their effects on ground settlements C Lin, M Huang, F Nadim, Z Liu Tunnelling and underground space technology 96, 103193, 2020 | 51 | 2020 |
| Reinforcement learning based process optimization and strategy development in conventional tunneling GH Erharter, TF Hansen, Z Liu, T Marcher Automation in Construction 127, 103701, 2021 | 38 | 2021 |
| Practice of artificial intelligence in geotechnical engineering Z Yin, Y Jin, Z Liu Journal of Zhejiang University-Science A 21 (6), 407-411, 2020 | 31 | 2020 |
| Quantitative risk assessment for earthquake-triggered landslides using Bayesian network F Nadim, ZQ Liu Proceedings of the 18th International Conference on Soil Mechanics and …, 2013 | 30 | 2013 |
| Investigation of impact of submarine landslide on pipelines with large deformation analysis considering spatially varied soil XY Chen, LL Zhang, LM Zhang, HQ Yang, ZQ Liu, S Lacasse, JH Li, ... Ocean Engineering 216, 107684, 2020 | 29 | 2020 |
| CPT-based axial capacity design method for driven piles in clay BM Lehane, Z Liu, EJ Bittar, F Nadim, S Lacasse, N Bozorgzadeh, ... Journal of Geotechnical and Geoenvironmental Engineering 148 (9), 04022069, 2022 | 27 | 2022 |
| Scale of fluctuation for geotechnical probabilistic analysis X Nie, J Zhang, H Huang, Z Liu, S Lacasse Geotechnical safety and risk V, 834-840, 2015 | 27 | 2015 |
| State-of-the-art review of soft computing applications in underground excavations. Geosci Front 11: 1095–1106 W Zhang, R Zhang, C Wu, ATC Goh, S Lacasse, Z Liu, H Liu | 25 | 2020 |
Farrokh NadimTechnical Director, Norwegian Geotechnical InstitutePatvirtintas el. paštas ngi.no
