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Dongku Kim
Institution:
Korea Institute of Civil Engineering and Building Technology
Observed institutions:
Korea University,
Korea Institute of Civil Engineering and Building Technology
ORCID:
0000-0001-9568-0077
Observed ORCID:
0000-0001-9568-0077
OpenAlex ID:
A5065263451
Surface settlement prediction for urban tunneling using machine learning algorithms with Bayesian optimization
2022
·
Dongku Kim
, Kibeom Kwon
, et al.
·
Automation in Construction
·
151
Ensemble learning-based classification models for slope stability analysis
2020
·
Khanh Pham
, Dongku Kim
, et al.
·
CATENA
·
137
Classification of surface settlement levels induced by TBM driving in urban areas using random forest with data-driven feature selection
2022
·
Dongku Kim
, Khanh Pham
, et al.
·
Automation in Construction
·
78
Analysis of neural network based pedotransfer function for predicting soil water characteristic curve
2019
·
Khanh Pham
, Dongku Kim
, et al.
·
Geoderma
·
53
A numerical framework for infinite slope stability analysis under transient unsaturated seepage conditions
2018
·
Khanh Pham
, Dongku Kim
, et al.
·
Engineering Geology
·
49
Engineering chart for thermal performance of cast-in-place energy pile considering thermal resistance
2017
·
Sangwoo Park
, Seokjae Lee
, et al.
·
Applied Thermal Engineering
·
49
Machine learning-based prediction model for disc cutter life in TBM excavation through hard rock formations
2024
·
Young Jin Shin
, Kibeom Kwon
, et al.
·
Tunnelling and Underground Space Technology
·
45
Machine learning-based pedotransfer functions to predict soil water characteristics curves
2023
·
Khanh Pham
, Dongku Kim
, et al.
·
Transportation Geotechnics
·
44
Prediction of abnormal TBM disc cutter wear in mixed ground condition using interpretable machine learning with data augmentation
2024
·
Kibeom Kwon
, Hangseok Choi
, et al.
·
Journal of Rock Mechanics and Geotechnical Engineering
·
35
Hydraulic‐Mechanical Properties of Unsaturated Granite‐Weathered Residual Soil in Korea
2019
·
Khanh Pham
, Dongku Kim
, et al.
·
Vadose Zone Journal
·
23
PDF
Determination of effective parameters on surface settlement during shield TBM
2020
·
Dongku Kim
, Khanh Pham
, et al.
·
Geomechanics and Engineering
·
21
Consideration of radial flow in nonlinear finite-strain self-weight consolidation of dredged soil
2020
·
Hyobum Lee
, Taehoon Kwak
, et al.
·
Ocean Engineering
·
13
Critical face pressure and backfill pressure in shield TBM tunneling on soft ground
2018
·
Kiseok Kim
, Ju-Young Oh
, et al.
·
Geomechanics and Engineering
·
13
Data-driven prediction of long-term thermal performance for steel pipe heat exchanger (SPHX) energy piles
2025
·
Seokjae Lee
, Dongku Kim
, et al.
·
Geothermics
·
10
Bayesian Neural Network for Estimating Stress-Strain Behaviors of Frozen Sand
2021
·
Khanh Pham
, Sanghoon Jung
, et al.
·
KSCE Journal of Civil Engineering
·
10
Novel R-C-C fusion machine learning method for automatic damage detection of heritage buildings using 3D point cloud data
2025
·
Hyungjoon Seo
, Paramjeet Sihag
, et al.
·
Journal of Civil Structural Health Monitoring
·
9
Dual tree-boosting framework for estimating warning levels of rainfall-induced landslides
2022
·
Khanh Pham
, Dongku Kim
, et al.
·
Landslides
·
8
Verification of Protection Performance of Concrete Blast-Proof Panels Against Internal Explosions
2024
·
Sangwoo Park
, Kukjoo Kim
, et al.
·
International Journal of Concrete Structures and Materials
·
4
PDF
Evaluation of Korean recycled aggregates as backfilling underground power system considering particle breakage effect
2021
·
Dongku Kim
, Kibeom Kwon
, et al.
·
Journal of Material Cycles and Waste Management
·
3
Time-Series 3D Modeling of Tunnel Damage Through Fusion of Image and Point Cloud Data
2025
·
Chulhee Lee
, Donggyou Kim
, et al.
·
Remote Sensing
·
2
Real-time multivariate forecasting of rail temperature with TimeGPT-1
2026
·
Yongxun Ma
, Kibeom Kwon
, et al.
·
Journal of Civil Structural Health Monitoring
Intelligent support system for ground settlement management during TBM tunneling by combining machine learning with statistical analysis
2024
·
Kibeom Kwon
, Minkyu Kang
, et al.
·
Research Square
Intelligent Support System Implementing Machine Learning and Statistical Analysis for Predicting Ground Settlement Induced by Tbm Excavation
2024
·
Kibeom Kwon
, Minkyu Kang
, et al.
·
SSRN Electronic Journal
Two-Stage Machine Learning Framework to Predict Surface Deformation During Tbm Excavation in Urban Areas
2023
·
Dongku Kim
, Kibeom Kwon
, et al.
·
SSRN Electronic Journal
Prediction of surface settlement during shield TBM excavation using extreme learning machine
2020
·
Dongku Kim
, H. Lee
, et al.
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Works count:
26
Citation count:
757
H-index:
13
I10-index:
15
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