Personal information

Emails & domains

Verified email domains

Keywords

Risk, Tunnel, Tunnel boring machine, Machine learning, Fuzzy set theory

Countries

South Korea

Activities

Collapse all

Education and qualifications (2)

Korea University: Seoul, KR

2020-03-01 to 2025-02-25 | Doctor (Department of Civil, Environmental and Architectural Engineering)
Education
Source: Self-asserted source
Kibeom Kwon

Korea University: Seoul, KR

2016-03-01 to 2020-02-25 | Bachelor (School of Civil, Environmental and Architectural Engineering)
Education
Source: Self-asserted source
Kibeom Kwon

Works (14)

A Hybrid Numerical-ML Model for Predicting Geological Risks in Tunneling with Electrical Methods

KSCE Journal of Civil Engineering
2024 | Journal article
DOI: 10.1007/s12205-024-0066-z
Contributors: Minkyu Kang; Khanh Pham; Kibeom Kwon; Seunghun Yang; Hangseok Choi
Source: check_circle
Crossref

Harmony Search-Based Optimization System for Electrical Resistivity Surveys to Predict Cavities Ahead of a Tunnel

2024 | Book chapter
DOI: 10.1007/978-981-97-1257-1_109
Contributors: Minkyu Kang; Kibeom Kwon; Yuemyung Yoon; Hangseok Choi
Source: check_circle
Crossref

Influence Analysis of Pavement Distress on International Roughness Index Using Machine Learning

KSCE Journal of Civil Engineering
2024 | Journal article
DOI: 10.1007/s12205-024-0093-9
Contributors: Kibeom Kwon; Hangseok Choi; Khanh Pham; Sangwoo Kim; Abraham Bae
Source: check_circle
Crossref

Probabilistic-based TBM Risk Management Model Using Bayes’ Theorem Considering TBM Accident Case Study

2024 | Book chapter
DOI: 10.1007/978-981-97-1257-1_91
Contributors: Kibeom Kwon; Minkyu Kang; Byeonghyun Hwang; Hangseok Choi
Source: check_circle
Crossref

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

Tunnelling and Underground Space Technology
2024-08 | Journal article
DOI: 10.1016/j.tust.2024.105826
Contributors: Young Jin Shin; Kibeom Kwon; Abraham Bae; Hangseok Choi; Dongku Kim
Source: check_circle
Crossref

Prediction of abnormal TBM disc cutter wear in mixed ground condition using interpretable machine learning with data augmentation

Journal of Rock Mechanics and Geotechnical Engineering
2024-08 | Journal article
DOI: 10.1016/j.jrmge.2024.05.027
Contributors: Kibeom Kwon; Hangseok Choi; Jaehoon Jung; Dongku Kim; Young Jin Shin
Source: check_circle
Crossref

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

Measurement
2023-12 | Journal article
DOI: 10.1016/j.measurement.2023.113747
Contributors: Yuemyung Yoon; Hangseok Choi; Kibeom Kwon; Byeonghyun Hwang; Minkyu Kang
Source: check_circle
Crossref

Study on Risk Priority for TBM Tunnel Collapse based on Bayes Theorem through Case Study

KSCE Journal of Civil and Environmental Engineering Research
2023-12-01 | Journal article
DOI: 10.12652/KSCE.2023.43.6.0785
Contributors: 권기범; 강민규; 황병현; 최항석
Source: Self-asserted source
Kibeom Kwon

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

Sustainability
2023-08-04 | Journal article
DOI: 10.3390/su151512018
Contributors: Kibeom Kwon; Minkyu Kang; Dongku Kim; Hangseok Choi
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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
2023-05 | Journal article
DOI: 10.1016/j.tust.2023.105066
Contributors: Minkyu Kang; Junho Lee; Kibeom Kwon; Sangyeong Park; Hangseok Choi
Source: check_circle
Crossref

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

Automation in Construction
2022-08 | Journal article
DOI: 10.1016/j.autcon.2022.104331
Part of ISSN: 0926-5805
Contributors: Dongku Kim; Kibeom Kwon; Khanh Pham; Ju-Young Oh; Hangseok Choi
Source: Self-asserted source
Kibeom Kwon via Crossref Metadata Search

A study on EPB shield TBM face pressure prediction using machine learning algorithms

Journal of Korean Tunnelling and Underground Space Association
2022-03-31 | Journal article
DOI: 10.9711/KTAJ.2022.24.2.217
Contributors: Kibeom Kwon
Source: Self-asserted source
Kibeom Kwon

A Causal Network-Based Risk Matrix Model Applicable to Shield TBM Tunneling Projects

Sustainability
2021-04-26 | Journal article
DOI: 10.3390/su13094846
Part of ISSN: 2071-1050
Contributors: Heeyoung Chung; Jeongjun Park; Byung-Kyu Kim; Kibeom Kwon; In-Mo Lee; Hangseok Choi
Source: Self-asserted source
Kibeom Kwon via Crossref Metadata Search

Evaluation of Korean recycled aggregates as backfilling underground power system considering particle breakage effect

Journal of Material Cycles and Waste Management
2021-03-27 | Journal article
DOI: 10.1007/s10163-021-01218-3
Part of ISSN: 1611-8227
Contributors: Dongku Kim; Kibeom Kwon; Gyeonghun Kim; Hangseok Choi
Source: Self-asserted source
Kibeom Kwon via Crossref Metadata Search
How many people are using ORCID?