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Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2020, June 14–19, 2020
Paper Number: ISRM-EUROCK-2020-027
... planning of project. classification comprehensive evaluation method machine learning tbm tbm performance comprehensive evaluation system membership function upstream oil & gas evaluation factor assessment eurock 2020 artificial intelligence disc cutter fuzzy comprehensive evaluation...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-141
..., dolerite, sandstone, and tillite. machine learning Artificial Intelligence Upstream Oil & Gas index test strength prediction input parameter artificial neural network Ferentinou neural network igneous rock kwazulu-natal uniaxial compressive strength application estimation...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-039
.... Artificial Intelligence correlation salimi text classification rock mass classification system classification system penetration rate tbm performance prediction natural language Upstream Oil & Gas FPI application machine learning tunnel estimation regression tree decision tree learning...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-076
... Intelligence elasticity machine learning fuzzy logic input parameter procedia engineering 191 dry density correlation uniaxial compressive strength genetic algorithm expression programming Gene Expression Programming equation gep method Reservoir Characterization Upstream Oil & Gas behnia...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-005
... of the algorithm is presented in [3]. Reservoir Characterization metals & mining production control seismic modeling variant procedure emergence Artificial Intelligence node connectivity component rasskazov machine learning production monitoring flow metering manifestation...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-036
... Artificial Intelligence correlation rock strength machine learning well logging strength log analysis Upstream Oil & Gas prediction porosity reservoir geomechanics neural network input parameter drilling data compressive strength sonic travel time uniaxial compressive strength travel...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-011
... poor cave conditions, and thus the potential for dynamic loads. Reservoir Characterization Upstream Oil & Gas metals & mining strength standardized regression coefficient coefficient machine learning structural geology correlation pillar factor safety Maleki mechanics...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-027
... license creativecommon machine learning bayesian network structure procedia engineering 191 Bayesian Inference responsibility Artificial Intelligence open access article rock burst hazard prediction incomplete data elsevier ltd eurock 2017 University license by-nc-nd 4 Procedia...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-055
...]. machine learning Artificial Intelligence neural network Istria Reservoir Characterization Upstream Oil & Gas briševac Zagreb elasticity responsibility metals & mining zlatko briševac cc by-nc-nd license open access article elsevier ltd uniaxial compressive strength license by-nc...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-008
... approximation pore machine learning reservoir simulation contribution tensor ellipsoid effective elastic property compliance contribution tensor Microstructure irregular shape sevostianov Oolite procedia engineering 191 oolitic limestone Reservoir Characterization Upstream Oil & Gas tensor...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-083
... that Hoek-Brown criterion is not reliable due to the low correlation coefficient values using Mohr-Coulomb parameters and Hoek-Brown criterion in slope stability tables proposed by [6, 9]. reservoir geomechanics displacement Reservoir Characterization Upstream Oil & Gas machine learning...
Proceedings Papers

Paper presented at the ISRM European Rock Mechanics Symposium - EUROCK 2017, June 20–22, 2017
Paper Number: ISRM-EUROCK-2017-058
... independent variable neural network SDI soft computing approach machine learning fuzzy logic durability index Ahmad aggregate impact value equation regression analysis procedia engineering 191 ACV multiple regression Upstream Oil & Gas PLI prediction independent variable Singh...
Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2016, August 29–31, 2016
Paper Number: ISRM-EUROCK-2016-051
... conducted at laboratory-scale to demonstrate the ability of AErms along with measuring-while-drilling variables as vari- ables as input parameters in a tool condition mon- itoring system of ID bits. Initial results obtained demonstrate that pattern recognition/machine learning can be successfully...
Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2016, August 29–31, 2016
Paper Number: ISRM-EUROCK-2016-018
... have very wide strength range. The UCS values ranges from 1.3 to 468.5 MPa. But, the strength of most samples is less than 150 MPa. machine learning Artificial Intelligence reservoir geomechanics Rock mechanics strength Reservoir Characterization structural geology correlation metals...
Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2016, August 29–31, 2016
Paper Number: ISRM-EUROCK-2016-013
.... Artificial Intelligence Reservoir Characterization variate normal distribution reservoir geomechanics tensor variate normal distribution tensor covariance matrix Gupta variability nagar 2000 machine learning Upstream Oil & Gas Rock mechanics stress tensor application statistics matrix...
Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2016, August 29–31, 2016
Paper Number: ISRM-EUROCK-2016-095
... Artificial Intelligence orientation bedding strength model cutback rock mass shear strength model machine learning Upstream Oil & Gas structural geological model shale band slope stability limit equilibrium analysis pilbara region anisotropic rock mass slope angle 2016. Taylor...
Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2016, August 29–31, 2016
Paper Number: ISRM-EUROCK-2016-100
... & mining Artificial Intelligence Reservoir Characterization strength presplit hole stability rock mass slope stability Design Change recommendation friable zone machine learning Upstream Oil & Gas crest line Implementation subdrill crest loss heat map blast design northeast section...
Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2016, August 29–31, 2016
Paper Number: ISRM-EUROCK-2016-170
...- neering 27(10): 2034 2042. Zhou, J., Shi, X., Dong, L., Hu, H. & Wang, H. 2010. Fisher discriminant analysis model and its application for prediction of classification of rockburst in deep-buried long tunnel. Journal of Coal Science and Engineering (China) 16(2): 144 149. 1060 machine learning...
Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2016, August 29–31, 2016
Paper Number: ISRM-EUROCK-2016-145
... penetration test. Tunnelling and Underground Space Technology, 24: 66 74. 912 Reservoir Characterization machine learning Artificial Intelligence Wellbore Design Rock mechanics metals & mining Upstream Oil & Gas strength international journal correlation Significance reservoir...
Proceedings Papers

Paper presented at the ISRM International Symposium - EUROCK 2016, August 29–31, 2016
Paper Number: ISRM-EUROCK-2016-176
... machine learning Artificial Intelligence Reservoir Characterization persistence metals & mining reservoir geomechanics calculation information geomechanical parameter discontinuity rock mass acquisition orientation smr index smrtool fieldwork plane riquelme software...

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