Risk Identification of TBM Traversing Soft Rock Deformation Sections Based on Attention Convolutional Neural Network-Long Short-Term Memory Model

ZHOU Zehua, XU Youliang, JIN Baocheng, CHU Maocheng, ZHAO Xiaoyong, LU Xing’an

Tunnel Construction . 2026, (S1): 236 -248 . DOI: 10.3973/j.issn.2096-4498.2026.S1.021