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SCIESCOPUS
A hybrid discrete element method with adaptive contact treatment approach for modeling discontinuous rock massesGo to Link

Lee, Je Kyum; Loy-Benitez, Jorge; Song, Myung Kyu; Lee, Sean Seungwon

ArticleIssue Date2025CitationComputers and Geotechnics, v.188, pp 1 - 16PublisherPergamon Press Ltd.
SCIESCOPUS
Breaking new ground: Opportunities and challenges in tunnel boring machine operations with integrated management systems and artificial intelligenceGo to Link

Loy-Benitez, Jorge; Song, Myung Kyu; Choi, Yo-Hyun; Lee, Je-Kyum; Lee, Sean Seungwon

ArticleIssue Date2024CitationAutomation in Construction, v.158, pp 1 - 23PublisherElsevier BV
SCIESCOPUS
Real-time unsupervised monitoring of earth pressure balance shield-induced sinkholes in mixed-face ground conditions via convolutional variational autoencodersGo to Link

Loy-Benitez, Jorge; Lee, Hyun-Koo; Song, Myung Kyu; Lee, Je-Kyum; Lee, Sean Seungwon

ArticleIssue Date2024CitationTunnelling and Underground Space Technology, v.152, pp 1 - 18PublisherPergamon Press Ltd.
SCIESCOPUS
Recurrent normalizing flow-based monitoring framework for cutter seal temperature sensors in earth pressure balance shield tunneling: A sensor validation approachGo to Link

Loy-Benitez, Jorge; Lee, Je-kyum; Song, Myung Kyu; Guerra, Fabian Cabrera; Lee, Sean Seungwon

ArticleIssue Date2026CitationTunnelling and Underground Space Technology, v.169, pp 1 - 18PublisherPergamon Press Ltd.
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