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科研机构
武汉岩土力学研究所 [43]
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期刊论文 [25]
会议论文 [18]
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2021 [6]
2020 [2]
2019 [2]
2018 [3]
2017 [2]
2016 [3]
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Prediction of longwall mining-induced stress in roof rock using LSTM neural network and transfer learning method
期刊论文
ENERGY SCIENCE & ENGINEERING, 2021, 页码: 14
作者:
Qin, Changkun
;
Zhao, Wusheng
;
Zhong, Kun
;
Chen, Weizhong
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/02/17
data missing
LSTM
mining-induced stress
monitoring
stress prediction
transfer learning
Real-time prediction of rockburst intensity using an integrated CNN-Adam-BO algorithm based on microseismic data and its engineering application
期刊论文
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2021, 卷号: 117, 页码: 21
作者:
Yin, Xin
;
Liu, Quansheng
;
Huang, Xing
;
Pan, Yucong
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/10/27
Rockburst prediction
Microseismic data
Convolutional neural network
Adaptive moment estimation optimization
Bayes optimization
Inversion of the 3D in situ stress field in a complex valley area around the underground cavern group of the Yingliangbao Hydropower Station
期刊论文
IOP Conference Series: Earth and Environmental Science, 2021, 卷号: 861, 期号: 2
作者:
Zheng,Hong
;
Yan,Shengcun
;
Chen,Tao
;
Jiang,Quan
;
Xiong,Xiantao
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  |  
浏览/下载:32/0
  |  
提交时间:2022/01/05
Microseismicity-based method for the dynamic estimation of the potential rockburst scale during tunnel excavation
期刊论文
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2021, 卷号: 80, 期号: 5, 页码: 3605-3628
作者:
Liu, Guo-Feng
;
Jiang, Quan
;
Feng, Guang-Liang
;
Chen, Dong-Fang
;
Chen, Bing-Rui
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  |  
浏览/下载:39/0
  |  
提交时间:2021/05/25
Rockburst scale
Microseismicity
Neural network model
Risk estimation
Deep tunnel
Strength of Stacking Technique of Ensemble Learning in Rockburst Prediction with Imbalanced Data: Comparison of Eight Single and Ensemble Models
期刊论文
NATURAL RESOURCES RESEARCH, 2021, 页码: 21
作者:
Yin, Xin
;
Liu, Quansheng
;
Pan, Yucong
;
Huang, Xing
;
Wu, Jian
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/05/25
Rockburst prediction
Ensemble learning
Stacking technique
Class imbalance
Outlier detection and substitution
Tunnel Geology Prediction Using a Neural Network Based on Instrumented Drilling Test
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 1, 页码: 17
作者:
Fang, Yuwei
;
Wu, Zhenjun
;
Sheng, Qian
;
Tang, Hua
;
Liang, Dongcai
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/05/25
tunnel
geology prediction
neural network
instrumented drilling
drilling parameters
genetic algorithm
Data-Driven Model for Rockburst Prediction
期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020, 页码: 14
作者:
Zhao, Hongbo
;
Chen, Bingrui
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  |  
浏览/下载:7/0
  |  
提交时间:2021/05/25
A new method to production prediction for the shale gas reservoir
期刊论文
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2020, 页码: 14
作者:
Li, Ting
;
Tan, Yongsheng
;
Ahmad, Faraj A.
;
Liu, Haiyan
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  |  
浏览/下载:8/0
  |  
提交时间:2021/05/25
BP neural-network
controlling factors
principal component analysis
production analysis
shale gas
A Method for Rockburst Prediction in the Deep Tunnels of Hydropower Stations Based on the Monitored Microseismicity and an Optimized Probabilistic Neural Network Model
期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 11, 页码: -
作者:
Feng, Guangliang
;
Xia, Guoqing
;
Chen, Bingrui
;
Xiao, Yaxun
;
Zhou, Ruichen
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2020/04/08
energy
rockburst prediction
microseismicity
probabilistic neural network
Jinping II hydropower station
Strength prediction of similar materials to ionic rare earth ores based on orthogonal test and back propagation neural network
期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 19, 页码: 9429-9437
作者:
Zhong, Wen
;
Deng, Yunchuan
;
Tenreiro Machado, J. A.
;
Zhang, Chao
;
Zhao, Kui
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2020/04/08
Back propagation neural network (BPNN)
Orthogonal test
Ionic rare earth (IRE)
Similar materials (SM)
Strength prediction
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