Influence of prefabricated fissure angles on mechanical and infrared properties of red sandstone and failure prediction based on deep learning

Abstract Understanding the influence of structural planes on rock failure is crucial for engineering safety. In this study, uniaxial compression tests combined with infrared thermography monitoring were conducted on red sandstone with prefabricated fissure of different inclinations to explore its me...

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Bibliographic Details
Published in:	Scientific Reports
Main Authors:	Liwen He, Xin Xue, Xun Liu, Chengyu Xie, Dongping Shi
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-10-01
Subjects:	Fractured rock mass Infrared thermal imaging Failure mechanism Deep learning Failure prediction
Online Access:	https://doi.org/10.1038/s41598-025-19033-3

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