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Dynamic estimation of operational risk of tunnel traffic flow based on spatial-temporal Transformer network
更新时间：2025-07-22

    • Dynamic estimation of operational risk of tunnel traffic flow based on spatial-temporal Transformer network

    • “This report introduces the research progress of dynamic identification methods for the operational risk status of highway tunnels. Experts have constructed an identification method based on spatiotemporal Transformer network and verified its effectiveness, with an evaluation accuracy of about 96%.”
    • Journal of Jilin University(Engineering and Technology Edition)   Vol. 55, Issue 4, Pages: 1336-1345(2025)
    • 作者机构：

      1.山东省交通规划设计院集团有限公司 隧道与地下工程设计分院，济南 250000

      2.吉林大学 交通学院， 长春 130022

    • DOI：10.13229/j.cnki.jdxbgxb.20230689    

      CLC： U458

    • Received：01 June 2023，

      Published：01 April 2025

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  • LI Zhen-jiang,WAN Li,ZHOU Shi-rui,et al.Dynamic estimation of operational risk of tunnel traffic flow based on spatial-temporal Transformer network[J].Journal of Jilin University(Engineering and Technology Edition),2025,55(04):1336-1345. DOI： 10.13229/j.cnki.jdxbgxb.20230689.

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