TBM Tunnel Surrounding Rock Grade Prediction Based on CNN-LSTM-SAM-Attention Model

GONG Liliang, MA Xiao, ZHANG Xiaoying, YAN Haolong

Yellow River ›› 2025, Vol. 47 ›› Issue (12) : 148-152.

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Yellow River ›› 2025, Vol. 47 ›› Issue (12) : 148-152.

TBM Tunnel Surrounding Rock Grade Prediction Based on CNN-LSTM-SAM-Attention Model

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{{article.zuoZheEn_L}}. {{article.title_en}}[J]. {{journal.qiKanMingCheng_EN}}, 2025, 47(12): 148-152.

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