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Prediction and prevention of rockburst in metal mines – A case study of Sanshandao gold mine
Rockburst is a kind of artificial earthquake induced by human activities, such as mining excavations. The mechanism of rockburst induced by mining disturbance is revealed in terms of energy in this context.
Meifeng Cai
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Combining machine learning and numerical modelling for rockburst prediction
Geomechanics and Geoengineering, 2023The application of machine learning in geotechnical problems has grown rapidly. However, an issue in phenomena, such as rockburst, is the limited and imbalanced datasets, which deteriorate the reliability of machine learning algorithms.
D. Papadopoulos, A. Benardos
semanticscholar +1 more source
Rockburst Prediction via Multiscale Graph Convolutional Neural Network
Rock Mechanics and Rock EngineeringYanmin Zhu, Shuzhi Su, Tianxiang Gao
exaly +2 more sources
Rockburst Intensity Prediction based on Kernel Extreme Learning Machine (KELM)
Acta Geologica Sinica (English)As one of the most serious geological disasters in deep underground engineering, rockburst has caused a large number of casualties. However, because of the complex relationship between the inducing factors and rockburst intensity, the problem of ...
Yidong Xiao +5 more
semanticscholar +1 more source
Tunnelling and Underground Space Technology, 2023
Ming-Liang Li, Ke-Gang Li, Qing Qin
semanticscholar +1 more source
Ming-Liang Li, Ke-Gang Li, Qing Qin
semanticscholar +1 more source
Application of KM-SMOTE for rockburst intelligent prediction
Tunnelling and Underground Space Technology, 2023Yiguo Xue, Daohong Qiu, Guangkun Li
exaly

