Ensemble learning-based classification models for slope stability analysis K Pham, D Kim, S Park, H Choi Catena 196, 104886, 2021 | 86 | 2021 |
Surface settlement prediction for urban tunneling using machine learning algorithms with Bayesian optimization D Kim, K Kwon, K Pham, JY Oh, H Choi Automation in Construction 140, 104331, 2022 | 50 | 2022 |
A numerical framework for infinite slope stability analysis under transient unsaturated seepage conditions K Pham, D Kim, HJ Choi, IM Lee, H Choi Engineering Geology 243, 36-49, 2018 | 45 | 2018 |
Classification of surface settlement levels induced by TBM driving in urban areas using random forest with data-driven feature selection D Kim, K Pham, JY Oh, SJ Lee, H Choi Automation in Construction 135, 104109, 2022 | 34 | 2022 |
Analysis of neural network based pedotransfer function for predicting soil water characteristic curve K Pham, D Kim, Y Yoon, H Choi Geoderma 351, 92-102, 2019 | 32 | 2019 |
Determination of effective parameters on surface settlement during shield TBM D Kim1b, K Pham1a, S Park1b, JY Oh2a, H Choi | 24 | 2020 |
Influence of hydraulic characteristics on stability of unsaturated slope under transient seepage conditions K Pham, H Lee, D Kim, IM Lee, H Choi Landslides 15, 1787-1799, 2018 | 18 | 2018 |
Effect of borehole material on analytical solutions of the heat transfer model of ground heat exchangers considering groundwater flow S Park, S Lee, H Lee, K Pham, H Choi Energies 9 (5), 318, 2016 | 16 | 2016 |
Impact of particle size distribution of colloidal particles on contaminant transport in porous media J Won, D Lee, K Pham, H Lee, H Choi Applied Sciences 9 (5), 932, 2019 | 14 | 2019 |
Hydraulic‐Mechanical Properties of Unsaturated Granite‐Weathered Residual Soil in Korea K Pham, D Kim, IM Lee, H Choi Vadose Zone Journal 18 (1), 1-13, 2019 | 14 | 2019 |
Enhancing the tree-boosting-based pedotransfer function for saturated hydraulic conductivity using data preprocessing and predictor importance using game theory K Pham, J Won Geoderma 420, 115864, 2022 | 12 | 2022 |
Optimum operation of open‐loop ground heat exchanger considering subsurface temperature gradient HJ Choi, S Park, H Lee, KLN Pham, H Ryu, H Choi International Journal of Energy Research 40 (5), 651-661, 2016 | 7 | 2016 |
Machine learning-based pedotransfer functions to predict soil water characteristics curves K Pham, D Kim, CV Le, J Won Transportation Geotechnics 42, 101052, 2023 | 6 | 2023 |
Dual tree-boosting framework for estimating warning levels of rainfall-induced landslides K Pham, D Kim, CV Le, H Choi Landslides 19 (9), 2249-2262, 2022 | 5 | 2022 |
Data-driven framework for predicting ground temperature during ground freezing of a silty deposit K Pham, S Park, H Choi, J Won Geomechanics and Engineering 26 (3), 235-251, 2021 | 5 | 2021 |
Stepwise DE/FE combined approach for estimating effective thermal conductivity of frozen spherical particulate media D Lee, K Pham, M Kang, S Park, H Choi Computers and Geotechnics 128, 103837, 2020 | 4 | 2020 |
Effect of Biot’s coefficient and fluid properties on isothermal HM coupled consolidation analysis of porous media K Pham, HJ Choi, D Lee, K Kim, H Choi KSCE Journal of Civil Engineering 20, 2355-2364, 2016 | 4 | 2016 |
Bayesian neural network for estimating stress-strain behaviors of frozen sand K Pham, S Jung, S Park, D Kim, H Choi KSCE Journal of Civil Engineering 26 (2), 933-941, 2022 | 3 | 2022 |
Numerical simulation of artificial-freezing propagation for subsea-tunnel construction: Effect of refrigerant temperature and ground water D Lee, HJ Choi, K Pham, IM Lee, H Choi Proceedings of the 8th International Symposium on Geotechnical Aspects of …, 2014 | 2 | 2014 |
Numerical scheme for transient seepage analysis under unsaturated conditions PNL Khanh, NH Nghia Journal of Science and Technology in Civil Engineering (JSTCE)-HUCE 16 (1 …, 2022 | | 2022 |