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Research on Intelligent Predictions of Surrounding Rock Ahead of the Tunnel Face Based on Neural Network and Longitudinal Deformation Curve.

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Bibliographic Details
Title:	Research on Intelligent Predictions of Surrounding Rock Ahead of the Tunnel Face Based on Neural Network and Longitudinal Deformation Curve.
Authors:	Shao, Shuai^1,2, Song, Renjie^2,3, Wu, Yimin^2,3,4, wuyimin531@csu.edu.cn, Zhang, Zhicheng^4,5, Fu, Helin^2,3,5, Peng, Yichen², Li, Zelong², Liu, Yao²
Source:	Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 16, p8771, 20p
Database:	Applied Science & Technology Source
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Description
ISSN:	20763417
DOI:	10.3390/app15168771