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Machine Learning-Based Prediction of Rock Fracture under Uniaxial Loading Using Infrared Radiation

Naseer Muhammad Khan Liqiang Ma Majid Khan Sajjad Hussain Waleed Inqiad Tariq Feroze Danial Jahed Armaghani

Computer Modeling in Engineering & Sciences2026，Vol.147Issue(6)：P.465-505,41.

Computer Modeling in Engineering & Sciences2026，Vol.147Issue(6)：P.465-505,41.DOI:10.32604/cmes.2026.081660

Machine Learning-Based Prediction of Rock Fracture under Uniaxial Loading Using Infrared Radiation

Naseer Muhammad Khan ¹Liqiang Ma ²Majid Khan ³Sajjad Hussain ⁴Waleed Inqiad ⁵Tariq Feroze ⁶Danial Jahed Armaghani⁷

作者信息

1. Department of Mining and Explosives Engineering,Missouri University of Science and Technology,324 McNutt Hall,1400 N.Bishop Ave.,Rolla,MO,USA Sustainable Advanced Geomechanical Engineering,National University of Sciences and Technology,Risalpur,Pakistan
2. Xinjiang Key Laboratory of Coal-Bearing Resources Exploration and Exploitation,Xinjiang Institute of Engineering,Urumqi,China
3. School of Civil and Resources Engineering,University of Science and Technology Beijing,China
4. Department of Mining Engineering,University of Engineering&Technology,Peshawar,Pakistan
5. Department of Civil Engineering,College of Engineering&Physical Sciences,Aston University,Aston St,Birmingham,UK
6. Sustainable Advanced Geomechanical Engineering,National University of Sciences and Technology,Risalpur,Pakistan
7. School of Civil and Environmental Engineering,University of Technology Sydney(UTS),Ultimo,NSW,Australia
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摘要

关键词

Rock fracture prediction/acoustic emission/infrared radiation/particle flow computation/water contents

分类

建筑与水利

引用本文复制引用

Naseer Muhammad Khan,Liqiang Ma,Majid Khan,Sajjad Hussain,Waleed Inqiad,Tariq Feroze,Danial Jahed Armaghani..Machine Learning-Based Prediction of Rock Fracture under Uniaxial Loading Using Infrared Radiation[J].Computer Modeling in Engineering & Sciences,2026,147(6):P.465-505,41.

基金项目

by the Xinjiang Uygur Autonomous Region Key R&D Programme Projects(2023B03009). （2023B03009）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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