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Machine learning-based investigation of uplift resistance in special-shaped shield tunnels using numerical finite element modeling
Civil Engineering | 更新时间：2026-02-18

    • Machine learning-based investigation of uplift resistance in special-shaped shield tunnels using numerical finite element modeling

    • “In the field of civil engineering, a new study explores the uplift resistance of soil over special-shaped shield tunnels. Researchers combined numerical simulation and machine learning to analyze key parameters affecting stability. The findings suggest that circular tunnel shapes reduce uplift resistance, offering insights for tunnel design and construction.”
    • Journal of Civil and Environmental Engineering   Vol. 48, Issue 1, Pages: 1-13(2026)

    • DOI：10.11835/j.issn.2096-6717.2024.024    

      CLC： U456.3

    • Received：21 February 2024，

      Published：25 February 2026

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  • ZHANG Wengang,YE Wenyu,SUN Weixin,et al.Machine learning-based investigation of uplift resistance in special-shaped shield tunnels using numerical finite element modeling[J].Journal of Civil and Environmental Engineering,2026,48(01):1-13. DOI： 10.11835/j.issn.2096-6717.2024.024.

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