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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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Title: Research on Intelligent Predictions of Surrounding Rock Ahead of the Tunnel Face Based on Neural Network and Longitudinal Deformation Curve.
Authors: Shao, Shuai1,2, Song, Renjie2,3, Wu, Yimin2,3,4, wuyimin531@csu.edu.cn, Zhang, Zhicheng4,5, Fu, Helin2,3,5, 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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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 187551996
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Research on Intelligent Predictions of Surrounding Rock Ahead of the Tunnel Face Based on Neural Network and Longitudinal Deformation Curve.
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        Value: 10.3390/app15168771
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      – Code: eng
        Text: English
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        StartPage: 8771
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      – TitleFull: Research on Intelligent Predictions of Surrounding Rock Ahead of the Tunnel Face Based on Neural Network and Longitudinal Deformation Curve.
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            NameFull: Peng, Yichen
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              Text: Aug2025
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              Y: 2025
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