Author Page for Yuxuan Sun

Yuxuan Sun

Harbin Institute of Technology

92 West Dazhi Street

Nan Gang District

Harbin, 150001

China

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Reliability assessment of tunnel deformation in karst regions with spatially variable surrounding rock: A CNN–dropout approach with uncertainty quantification

Number of pages: 27 Posted: 01 Jul 2026

Pan SI, Yuxuan Sun, Jingsong Sun, Mengyao QIU, Liang Tang and Xianzhang Ling

Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology and Harbin Institute of Technology

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Yuxuan Sun

Harbin Institute of Technology

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Reliability assessment of tunnel deformation in karst regions with spatially variable surrounding rock: A CNN–dropout approach with uncertainty quantification

Abstract: