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Kibeom Kwon

Korea University

Researcher

145, Anam-ro, Seongbuk-gu, Seoul, Republic of Kore

Seoul, 136-701

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

6

DOWNLOADS

292

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Optimizing Over-Excavation Management in Epb Shield Tbm Tunneling Through Anomaly Detection Combining Explainable Machine Learning and Data Augmentation

Number of pages: 31 Posted: 29 Aug 2024
Korea University, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea University and Korea University
Downloads 69 (883,195)

Abstract:

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EPB shield TBM, Over-excavation, Anomaly detection, Explainable machine learning, Data augmentation

Optimization of Electrical Resistivity Survey Utilizing Modified Harmony Search Algorithm to Predict Anomalous Zone Ahead of Tunnel Faces

Number of pages: 43 Posted: 09 Mar 2023
Korea University, Korea University, Korea University, Korea University and Korea University
Downloads 40 (1,210,354)

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Optimization, anomalies, electrical resistivity, geological risks, laboratory chamber test, harmony search algorithm

Optimization of Electrical Resistivity Survey Utilizing Modified Harmony Search Algorithm to Predict Anomalous Zone Ahead of Tunnel Faces

Number of pages: 48 Posted: 09 Aug 2023
Korea University, Korea University, Korea University, Korea University and Korea University
Downloads 22 (1,473,203)

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Optimization, anomalies, electrical resistivity, geological risks, laboratory chamber test, harmony search algorithm

3.

Laboratory Simulations on Hybrid Non-Destructive Survey of Electrical Resistivity and Induced Polarization to Predict Geological Risks Ahead of a Tbm Tunnel

Number of pages: 40 Posted: 27 Oct 2022
Korea University, Korea University, Korea University, Korea University and Korea University
Downloads 52 (1,041,696)

Abstract:

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Tunnel boring machine, hazardous ground conditions, electrical resistivity survey, induced polarization survey, laboratory chamber test

4.

Predicting Geological Risks Ahead of a Tunnel Face Using Electrical Resistivity Survey: A Numerical and Machine Learning Approach

Number of pages: 35 Posted: 12 Jun 2023
Korea University, Vietnam National University - Ho Chi Minh City (VNU-HCM) - International University, Korea University, Korea University and Korea University
Downloads 40 (1,183,237)

Abstract:

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tunnel, electrical resistivity, geological risks, numerical analysis, machine learning algorithm

5.

Two-Stage Machine Learning Framework to Predict Surface Deformation During Tbm Excavation in Urban Areas

Number of pages: 26 Posted: 25 Aug 2023
Dongku Kim, Kibeom Kwon, Sewon Kim and Hangseok Choi
Korea Institute of Civil Engineering and Building Technology, Korea University, Korea Institute of Civil Engineering and Building Technology and Korea University
Downloads 38 (1,222,651)

Abstract:

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surface deformation prediction, Machine Learning, shield TBM, urban area tunneling

6.

A Self-Supervised Learning Framework Based on Autoencoder for Severe Settlement Detection in Tbm Operation

Number of pages: 34 Posted: 02 Sep 2024
Korea University, Korea University, Vietnam National University - Ho Chi Minh City (VNU-HCM) - International University, affiliation not provided to SSRN and Korea University
Downloads 31 (1,304,549)

Abstract:

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Tunnel boring machine, Ground settlement, Anomaly detection, Autoencoder