Slope stability analysis based on big data and convolutional neural network

The Limit Equilibrium Method (LEM) is commonly used in traditional slope stability analyses, but it is time-consuming and complicated. Due to its complexity and nonlinearity involved in the evaluation process, it cannot provide a quick stability estimation when facing a large number of slopes. In th...

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Veröffentlicht in:	Frontiers of Structural and Civil Engineering 2022-07, Vol.16 (7), p.882-895
Hauptverfasser:	FU, Yangpan, LIN, Mansheng, ZHANG, You, CHEN, Gongfa, LIU, Yongjian
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Back propagation networks Big Data Cities Civil Engineering Complexity convolutional neural network Countries Data analysis database for slopes Engineering limit equilibrium method Mechanical properties Neural networks Nonlinear systems Physical properties Predictions Regions Research Article Safety factors Slope stability Soil layers Soil mechanics Soil stability Stability analysis Training
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