Kibeom Kwon - Publications, H-index & Citations

Kibeom Kwon

Advanced Institute of Convergence Technology

7H指数

28论文数

255被引数

收录论文 10

发表时间

Data-augmented machine learning approach for determination of over-excavation criteria in earth pressure balance shield tunnel boring machine operations 数据增强机器学习方法在土压平衡盾构机掘进作业中确定超挖标准的应用

Scientific Reports

IF3.9

2026-07-12

OAAI

Kibeom Kwon; Young Jin Shin; Jaehoon Jung; Byeonghyun Hwang; Hangseok Choi

Machine learning-based smoothness prediction for asphalt concrete overlay pavements considering milling effects

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2026-01-21

PREAI

Bae, Abraham; Yeom, Yuri; Park, Sangwoo; Kwon, Kibeom; Choi, Hangseok

Data-augmented machine learning for risk management of tunnel boring machine jamming considering coupled geological factors 数据增强机器学习在考虑耦合地质因素下的隧道掘进机卡顿风险管理中的应用

Computer-Aided Civil and Infrastructure Engineering

IF9.1

2025-10-08

PREAI

Yerim Yang; Hangseok Choi; Yuri Yeom; Kibeom Kwon

Optimizing electrical exploration using harmony search algorithm to predict geological transitions in tunneling projects 利用和声搜索算法优化电法勘探，以预测隧道工程中的地质过渡

Measurement

IF5.6

2025-07-17

PREAI

Yerim Yang; Minkyu Kang; Kibeom Kwon; Hangseok Choi

Machine learning-based prediction model for disc cutter life in TBM excavation through hard rock formations

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

IF7.4

2024-08-01

PREAI

Shin, Young Jin; Kwon, Kibeom; Bae, Abraham; Choi, Hangseok; Kim, Dongku

Optimization of electrical resistivity survey utilizing modified harmony search algorithm to predict anomalous zone ahead of tunnel faces

MEASUREMENT

IF5.6

2023-12-01

PREAI

Yoon, Yuemyung; Choi, Hangseok; Kwon, Kibeom; Hwang, Byeonghyun; Kang, Minkyu

Prioritization of Hazardous Zones Using an Advanced Risk Management Model Combining the Analytic Hierarchy Process and Fuzzy Set Theory

SUSTAINABILITY

IF3.3

2023-08-04

OAAI

Kwon, Kibeom; Kang, Minkyu; Kim, Dongku; Choi, Hangseok

Laboratory simulations on hybrid non-destructive survey of electrical resistivity and induced polarization to predict geological risks ahead of a TBM tunnel

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

IF7.4

2023-05-01

PREAI

Kang, Minkyu; Lee, Junho; Kwon, Kibeom; Park, Sangyeong; Choi, Hangseok

Surface settlement prediction for urban tunneling using machine learning algorithms with Bayesian optimization 基于贝叶斯优化机器学习算法的城市隧道地表沉降预测

AUTOMATION IN CONSTRUCTION

IF11.5

2022-08-01

PREAI

Kim, Dongku; Kwon, Kibeom; Pham, Khanh; Oh, Ju-Young; Choi, Hangseok

A Causal Network-Based Risk Matrix Model Applicable to Shield TBM Tunneling Projects 基于因果网络的盾构掘进项目风险矩阵模型

SUSTAINABILITY

IF3.3

2021-04-26

OAAI

Chung, Heeyoung; Park, Jeongjun; Kim, Byung-Kyu; Kwon, Kibeom; Lee, In-Mo; Choi, Hangseok

研究方向