Yong Joo Lee

Emailucesyjlseoultech.ackr

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Research activity per year

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

SDG 6 Clean Water and Sanitation
SDG 9 Industry, Innovation, and Infrastructure
SDG 11 Sustainable Cities and Communities
SDG 12 Responsible Consumption and Production

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58 Article
10 Conference contribution
2 Chapter
2 Paper

Machine learning-based prediction of shear deformation in soil due to twin tunnelling
Kim, S., Oh, D. W., Kong, S. M. & Lee, Y. J., 25 Dec 2025, In: Geomechanics and Engineering. 43, 6, p. 471-482 12 p.
Research output: Contribution to journal › Article › peer-review
Prediction of pile settlement due to parallel twin tunnel excavation using machine learning
Cho, H. J., Kim, S. B., Seo, H. J. & Lee, Y. J., Oct 2025, In: KSCE Journal of Civil Engineering. 29, 10, 100279.
Research output: Contribution to journal › Article › peer-review

Open Access
Investigation of pile group response to adjacent twin tunnel excavation utilizing machine learning
Kim, S. B., Oh, D. W., Cho, H. J. & Lee, Y. J., 10 Sep 2024, In: Geomechanics and Engineering. 38, 5 Special Issue, p. 517-528 12 p.
Research output: Contribution to journal › Article › peer-review
8 Scopus citations
군말뚝 기초 하부 병렬터널 굴착 시 전단변형 거동 특성
Translated title of the contribution: Shear strain behaviour due to twin tunnelling adjacent to pile groupLee, Y. J., Jan 2024, In: 한국터널지하공간학회 논문집. 26, 1, p. 59-78 20 p.
Research output: Contribution to journal › Article › peer-review
Prediction and Analysis of Axial Stress of Piles for Piled Raft Due to Adjacent Tunneling Using Explainable AI
Oh, D. W., Kong, S. M., Kim, S. B. & Lee, Y. J., May 2023, In: Applied Sciences (Switzerland). 13, 10, 6074.
Research output: Contribution to journal › Article › peer-review

Open Access
9 Scopus citations

Yong Joo Lee

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Machine learning-based prediction of shear deformation in soil due to twin tunnelling

Prediction of pile settlement due to parallel twin tunnel excavation using machine learning

Investigation of pile group response to adjacent twin tunnel excavation utilizing machine learning

군말뚝 기초 하부 병렬터널 굴착 시 전단변형 거동 특성

Prediction and Analysis of Axial Stress of Piles for Piled Raft Due to Adjacent Tunneling Using Explainable AI

Yong Joo Lee

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Research output

Machine learning-based prediction of shear deformation in soil due to twin tunnelling

Prediction of pile settlement due to parallel twin tunnel excavation using machine learning

Investigation of pile group response to adjacent twin tunnel excavation utilizing machine learning

군말뚝 기초 하부 병렬터널 굴착 시 전단변형 거동 특성

Prediction and Analysis of Axial Stress of Piles for Piled Raft Due to Adjacent Tunneling Using Explainable AI