[HTML][HTML] Prediction of stability coefficient of open-pit mine slope based on artificial intelligence deep learning algorithm

S Wang, Z Zhang, C Wang - Scientific reports, 2023 - nature.com
The mining of open pit mines is widespread in China, and there are many cases of landslide
accidents. Therefore, the problem of slope stability is highlighted. The stability of the slope is …

Stability rating of mine rock slope based on artificial intelligence

H Li - Advances in Civil Engineering, 2021 - Wiley Online Library
Mine rock slope stability rating is the process of assessing its stability probability, analyzing
its failure mode, and then determining its stability rating by location matching principle and …

[HTML][HTML] Stability evaluation of open-pit mine slope based on Bayesian optimization 1D-CNN

J Lyu, T Hu, G Liu, B Cao, W Wang, S Li - Scientific Reports, 2024 - nature.com
As mechanized open-pit coal mining intensifies, assessing and predicting slope stability has
become increasingly important. To address the limitations of traditional mechanical …

Prediction model for open-pit coal mine slope stability based on random forest

T WEN, B ZHANG - Science & Technology Review, 2014 - kjdb.org
Slope engineering is a key project in open-pit coal mines. The stability of the slope is closely
related to safety production of coal mines. Slope stability prediction is a prerequisite in slope …

[HTML][HTML] Slope stability prediction based on a long short-term memory neural network: Comparisons with convolutional neural networks, support vector machines and …

F Huang, H Xiong, S Chen, Z Lv, J Huang… - International Journal of …, 2023 - Springer
The numerical simulation and slope stability prediction are the focus of slope disaster
research. Recently, machine learning models are commonly used in the slope stability …

A new approach for evaluation of slope stability in large open-pit mines: a case study at the Dexing Copper Mine, China

SG Du, C Saroglou, Y Chen, H Lin, R Yong - Environmental Earth …, 2022 - Springer
The slope stability has already become one of the most important factors directly related to
the safety production and development of a mine, which is principally controlled by the …

Prediction of stability of a slope with weak layers using convolutional neural networks

M Lin, L Zeng, S Teng, G Chen, B Hu - Natural Hazards, 2024 - Springer
Artificial intelligence (AI)-based methods have been widely applied to slope stability
assessment, but due to the scarcity of samples, most AI models are used under certain …

[HTML][HTML] Stability prediction of soil slopes based on digital twinning and deep learning

G Chen, X Kang, M Lin, S Teng, Z Liu - Applied Sciences, 2023 - mdpi.com
This paper proposes a slope stability prediction model based on deep learning and digital
twinning methods. To establish a reliable slope database, 30 actual slopes were collected …

Slope stability analysis based on convolutional neural network and digital twin

G Chen, W Deng, M Lin, J Lv - Natural Hazards, 2023 - Springer
In order to reduce damages caused by slope instability and landslide disasters, it is of great
significance to find an efficient, accurate and time-saving method for slope stability analyses …

Stability assessment and feature analysis of slope in Nanfen Open Pit Iron Mine

J Yang, Z Tao, B Li, Y Gui, H Li - … Journal of Mining Science and Technology, 2012 - Elsevier
Under the combined influences of special topography and the long term mining in Nanfen
Open Pit Iron Mine, many large scale landslide masses appeared in heading side of stope …