Dongku Kim

Ensemble learning-based classification models for slope stability analysis

Khanh Pham, Dongku Kim, Sangyeong Park et al. · CATENA · 2020 · 120 citations

Engineering, Slope Stability, Machine Learning +10

Surface settlement prediction for urban tunneling using machine learning algorithms with Bayesian optimization

Dongku Kim, Kibeom Kwon, Khanh Pham et al. · Automation in Construction · 2022 · 118 citations

Geotechnical Engineering, Underground Infrastructure, Engineering +8

Classification of surface settlement levels induced by TBM driving in urban areas using random forest with data-driven feature selection

Dongku Kim, Khanh Pham, Ju-Young Oh et al. · Automation in Construction · 2022 · 66 citations

Urban Land Use, Urban Geography, Surface Settlement Levels +13

Engineering chart for thermal performance of cast-in-place energy pile considering thermal resistance

Sangwoo Park, Seokjae Lee, Kwanggeun Oh et al. · Applied Thermal Engineering · 2017 · 47 citations

Engineering, Energy Management, Energy Efficiency +13

Analysis of neural network based pedotransfer function for predicting soil water characteristic curve

Khanh Pham, Dongku Kim, Yuemyung Yoon et al. · Geoderma · 2019 · 46 citations

Pedotransfer Function, Engineering, Water Resources +7