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Proceedings Papers

Comparison of Bayesian Belief Networks and Artificial Neural Networks for Prediction of Tunnel Ground Class

J. Morgenroth, E. Snieder, M. Perras, U. T. Khan
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-291
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Neural Networks and Virtual Reality for Geo-Data Solutions

S. R. García, P. Trejo, J. López-Molina, V. Castellanos-Pedroza
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-292
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Comparison of Artificial Neural Networks for TBM Data Classification

G. H. Erharter, T. Marcher, C. Reinhold
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-293
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The Use of Mechanofacies to Characterize the Evaporite Section of Brazilian Basins

D. L. P. Domingues, J. Peixoto, N. C. Ferreira, V. R. Marchesi, S. A. B. Fontoura, R. Dias, C. Gonçalves
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-173
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Investigation on the Settlement of Yangtze River Levee Caused by the Shield Tunneling: A Case Study in Sutong GIL

Y. Xue, X. Li, F. Kong, D. Qiu, X. Tan, H. Zhen
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-027
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Inter Relationship Between Shear Parameter and Resistivity for Different Rock Matrix's Using Artificial Neural Network (ANN)

Prashant Sudani, Manish Shah
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-250
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Forecasting Hydraulic Fracture Geometry Using an Artificial Neural Network

B. T. Silveira, C. M. Sanchez, R. G. Escobar, D. M. Roehl
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-369
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A Quick Rock Mass Classification Method of NATM Tunnel During Construction Based on Mask R-CCN

Y. D. Xue, S. Zhang, Y. P. Cao, H. Shao
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-315
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Study on the Shear Behaviour of Rock Joints Using Different Models of Artificial Neural Networks

A. R. S. Leite, S. A. Dantas Neto, K. Polemis Júnior, C. M. O. Oliveira
Paper presented at the 14th ISRM Congress, September 13–18, 2019
Paper Number: ISRM-14CONGRESS-2019-328
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A New Approach for Characterisation of Densely Fractured Rock Masses using Artificial Neural Networks and Principal Component

R. B. Kaunda
Paper presented at the 13th ISRM International Congress of Rock Mechanics, May 10–13, 2015
Paper Number: ISRM-13CONGRESS-2015-015
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Estimation of Hydraulic Conductivity of Underground Rock Cavern: A Case Study

Zhipeng Xu, Zhiye Zhao, Jianping Sun
Paper presented at the 13th ISRM International Congress of Rock Mechanics, May 10–13, 2015
Paper Number: ISRM-13CONGRESS-2015-076
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Implementation of ANN-Based Rock Failure Criteria in Numerical Simulations

H. Rafiai, A. Jafari
Paper presented at the 12th ISRM Congress, October 16–21, 2011
Paper Number: ISRM-12CONGRESS-2011-080
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An Elaborative Evaluation of Various Methods for Simultaneous Estimation of Uniaxial Compressive Strength and Elasticity Modulus of Intact Rocks

R. Noorani, M. Hesami
Paper presented at the 12th ISRM Congress, October 16–21, 2011
Paper Number: ISRM-12CONGRESS-2011-133
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An Innovative Method to Determine the Indirect Deformation Modulus of Rock Masses In Asmari Formation of Iran

A. Noorzad, K. Ahangari, A. Haghnejad
Paper presented at the 12th ISRM Congress, October 16–21, 2011
Paper Number: ISRM-12CONGRESS-2011-190
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Parameter Identification And Subsidence Prediction By Artificial Neural Networks And FEM Database For Design And Construction of NATM Tunnels

J.H. Lee, S. Akutagawa, H. Iida, Y. Yokota
Paper presented at the 11th ISRM Congress, July 9–13, 2007
Paper Number: ISRM-11CONGRESS-2007-217
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Statistical And Neural Regression Approach For Prediction of Longwall Chock-shield Support Pressure

A.K. Verma, D. Deb
Paper presented at the 11th ISRM Congress, July 9–13, 2007
Paper Number: ISRM-11CONGRESS-2007-229
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A Neural Network Method For Engineering Rock Mass Classification

Ying Liu, Jingtao Wang
Paper presented at the 9th ISRM Congress, August 25–28, 1999
Paper Number: ISRM-9CONGRESS-1999-106
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Modelling Shear Behavior of Rough Joints Using Neural Networks

J.S. Lessard, J. Hadjigeorgiou
Paper presented at the 9th ISRM Congress, August 25–28, 1999
Paper Number: ISRM-9CONGRESS-1999-185
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Geological Structure, Seismic Energy Release And Forecasting of Rockburst Occurrence

V. Rudajey, R. Ciz, J. Vilhelm, T. Lokajicek
Paper presented at the 9th ISRM Congress, August 25–28, 1999
Paper Number: ISRM-9CONGRESS-1999-222
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Contribution to the Physical Anc Probabilistic Sence of Indices

D. Vardakastanis, A. Karlaftis
Paper presented at the 9th ISRM Congress, August 25–28, 1999
Paper Number: ISRM-9CONGRESS-1999-278
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