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Jinzhang Zhang1,2,3,Kok Kwang Phoon3,4,Dongming Zhang1,2,Hongwei Huang1,2,Chong Tang3(Key Laboratory of Geotechnical and Underground Engineering of Ministry of Education,Tongji University;Department of Geotechnical Engineering,Tongji University;Department of Civil and Environmental Engineering,National University of Singapore;Singapore University of Technology and Design).Deep learning-based evaluation of factor of safety with confidence interval for tunnel deformation in spatially variable soil[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Chengyu Xie1,Hoang Nguyen2,3,Xuan-Nam Bui2,3,Van-Thieu Nguyen4,Jian Zhou5(School of Environment and Resources,Xiangtan University;Mining Faculty,Hanoi University of Mining and Geology;Innovations for Sustainable and Responsible Mining (ISRM) Group,Hanoi University of Mining and Geology;Artificial Intelligence Independent Research Group;School of Resources and Safety Engineering,Central South University).Predicting roof displacement of roadways in underground coal mines using adaptive neuro-fuzzy inference system optimized by various physics-based optimization algorithms[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Runhong Zhang1,2,Yongqin Li3,Anthony T.C.Goh4,Wengang Zhang3,5,Zhixiong Chen3(Institute for Smart City of Chongqing University in Liyang,Chongqing University;Colloge of Aerospace Engineering,Chongqing University;School of Civil Engineering,Chongqing University;School of Civil and Environmental Engineering,Nanyang Technological University;Key Laboratory of New Technology for Construction of Cities in Mountain Area (Chongqing University),Ministry of Education).Analysis of ground surface settlement in anisotropic clays using extreme gradient boosting and random forest regression models[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Enming Li1,2,Fenghao Yang3,Meiheng Ren4,Xiliang Zhang5,Jian Zhou1,Manoj Khandelwal6(School of Resources and Safety Engineering,Central South University;Universidad Politécnica de Madrid-ETSI Minas y Energía;College of Locomotive and Rolling Stock Engineering,Dalian Jiaotong University;Department of Mathematics,University of California Santa Barbara;State Key Laboratory of Safety and Health for Metal Mines;School of Engineering,Information Technology and Physical Sciences,Federation University Australia).Prediction of blasting mean fragment size using support vector regression combined with five optimization algorithms[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Bhatawdekar Ramesh Murlidhar1,2,Hoang Nguyen3,4,Jamal Rostami5,XuanNam Bui3,4,Danial Jahed Armaghani6,Prashanth Ragam7,Edy Tonnizam Mohamad1(Centre of Tropical Geoengineering (Geotropik),School of Civil Engineering,Faculty of Engineering,Universiti Teknologi Malaysia;Department of Mining Engineering,Indian Institute of Technology;Department of Surface Mining,Mining Faculty,Hanoi University of Mining and Geology;Innovations for Sustainable and Responsible Mining (ISRM) Group,Hanoi University of Mining and Geology;Department of Mining Engineering,Earth Mechanics Institute,Colorado School of Mines;Department of Urban Planning,Engineering Networks and Systems,Institute of Architecture and Construction,South Ural State University;Department of ECE,Kakatiya Institute of Technology and Science).Prediction of flyrock distance induced by mine blasting using a novel Harris Hawks optimization-based multi-layer perceptron neural network[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Xing Zhu1,2,Jian Chu1,Kangda Wang1,Shifan Wu1,Wei Yan1,Kiefer Chiam3(School of Civil and Environment Engineering,Nanyang Technological University;State Key Laboratory of Geohazard Prevention and Geoenvironment Protection,Chengdu University of Technology;Building and Construction Authority).Prediction of rockhead using a hybrid N-XGBoost machine learning framework[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Jie Yang1,Yingjing Liu2,Saffet Yagiz3,Farid Laouafa4(Department of Civil and Environmental Engineering,The Hong Kong Polytechnic University;Zhongtian Construction Group Co.Ltd.;School of Mining and Geosciences,Nazarbayev University;National Institute for Industrial Environment and Risks (INERIS)).An intelligent procedure for updating deformation prediction of braced excavation in clay using gated recurrent unit neural networks[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Pierre Guy Atangana Njock1,Shui-Long Shen1,2,Annan Zhou3,Giuseppe Modoni4(Department of Civil and Environmental Engineering,College of Engineering,Shantou University;MOE Key Laboratory of Intelligent Manufacturing Technology,College of Engineering,Shantou University;Discipline of Civil and Infrastructure,School of Engineering,Royal Melbourne Institute of Technology (RMIT);Department of Civil and Mechanical Engineering,University of Cassino and Southern Lazio).Artificial neural network optimized by differential evolution for predicting diameters of jet grouted columns[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Zhijun Wu1,2,Rulei Wei1,Zhaofei Chu1,Quansheng Liu1,2(School of Civil Engineering,Wuhan University;State Key Laboratory of Water Resources and Hydropower Engineering Science,Wuhan University).Real-time rock mass condition prediction with TBM tunneling big data using a novel rock-machine mutual feedback perception method[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Libin Tang,SeonHong Na(Department of Civil Engineering,McMaster University).Comparison of machine learning methods for ground settlement prediction with different tunneling datasets[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Mengbo Liu1,Shaoming Liao1,Yifeng Yang1,Yanqing Men2,Junzuo He1,Yongliang Huang2(Department of Geotechnical Engineering,Tongji University;Jinan Rail Transit Group Co.,Ltd).Tunnel boring machine vibration-based deep learning for the ground identification of working faces[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Seong-Woo Moon, Hyun-Seok Yun, Yong-Seok Seo(Department of Earth and Environmental Sciences,Chungbuk National University).Suggestion of advanced regression model on friction angle of fault gouge in South Korea[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Yi Duan1,2,Yiran Shen3,Ismet Canbulat2,Xun Luo1,Guangyao Si2(CSRIO Mineral Resources;School of Minerals and Energy Resources Engineering,University of New South Wales;School of Software,Shandong University).Classification of clustered microseismic events in a coal mine using machine learning[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Abbas Abbaszadeh Shahri1,2,Chunling Shan1,3,Emma Z?ll1,Stefan Larsson3(Division of Rock Engineering,Tyréns AB Johan Lundberg AB;Division of Soil and Rock Mechanics,KTH Royal Institute of Technology).Spatial distribution modeling of subsurface bedrock using a developed automated intelligence deep learning procedure:A case study in Sweden[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Fei Xiao1,Qian Liu2,Zhiye Zhao2(Department of Civil Engineering,Nanjing University of Aeronautics and Astronautics;School of Civil and Environmental Engineering,Nanyang Technological University).Information and knowledge behind data from underground rock grouting[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Ergin Isleyen1,Sebnem Duzgun1,R.McKell Carter2(Mining Engineering Department,Colorado School of Mines;Institute of Cognitive Science,University of Colorado Boulder).Interpretable deep learning for roof fall hazard detection in underground mines[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Maryam Parsajoo1,Ahmed Salih Mohammed2,Saffet Yagiz3,Danial Jahed Armaghani4,Manoj Khandelwal5(Department of Mining Engineering,Imam Khomeini International University;Civil Engineering Department,College of Engineering,University of Sulaimani;School of Mining and Geosciences,Nazarbayev University;Department of Urban Planning,Engineering Networks and Systems,Institute of Architecture and Construction,South Ural State University;School of Engineering,Information Technology and Physical Sciences,Federation University Australia).An evolutionary adaptive neuro-fuzzy inference system for estimating field penetration index of tunnel boring machine in rock mass[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Abidhan Bardhan1,Navid Kardani2,Anasua GuhaRay3,Avijit Burman1,Pijush Samui1,Yanmei Zhang4(National Institute of Technology Patna;Civil and Infrastructure Engineering Discipline,School of Engineering,Royal Melbourne Institute of Technology (RMIT);Department of Civil Engineering,BITS-Pilani Hyderabad Campus;College of Aerospace Engineering,Chongqing University).Hybrid ensemble soft computing approach for predicting penetration rate of tunnel boring machine in a rock environment[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Mohammad Islam Miah(Department of Petroleum and Mining Engineering,Chittagong University of Engineering and Technology).Improved prediction of shear wave velocity for clastic sedimentary rocks using hybrid model with core data[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Marcin Chwała, Marek Kawa(Department of Civil Engineering,Wroclaw University of Science and Technology).Random failure mechanism method for assessment of working platform bearing capacity with a linear trend in undrained shear strength[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Hadi Fathipour-Azar(Faculty of Mining Engineering,Petroleum and Geophysics,Shahrood University of Technology).Data-driven estimation of joint roughness coefficient[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Mehdi Jamei1,Mahdi Hasanipanah2,3,Masoud Karbasi4,Iman Ahmadianfar5,Somaye Taherifar6(Faculty of Engineering,Shohadaye Hoveizeh Campus of Technology,Shahid Chamran University of Ahvaz;Department of Mining Engineering,University of Kashan;Institute of Research and Development,Duy Tan University;Department of Water Engineering,Faculty of Agriculture,University of Zanjan;Department of Civil Engineering,Behbahan Khatam Alanbia University of Technology;Department of Computer Sciences,Faculty of Mathematics and Computer Sciences,Shahid Chamran University of Ahvaz).Prediction of flyrock induced by mine blasting using a novel kernel-based extreme learning machine[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第6期
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Yi Liu,Feng Dai(State Key Laboratory of Hydraulics and Mountain River Engineering,College of Water Resource and Hydropower,Sichuan University).A review of experimental and theoretical research on the deformation and failure behavior of rocks subjected to cyclic loading[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第5期
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Shuting Miao,Peng-Zhi Pan,Petr Konicek,Peiyang Yu,Kunlun Liu(State Key Laboratory of Geomechanics and Geotechnical Engineering,Institute of Rock and Soil Mechanics,Chinese Academy of Sciences;University of Chinese Academy of Sciences;Department of Geomechanics and Mining Research,Institute of Geonics of the Czech Academy of Sciences;Shenhua Xinjiang Energy Company Limited).Rock damage and fracturing induced by high static stress and slightly dynamic disturbance with acoustic emission and digital image correlation techniques[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第5期
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Xia-Ting Feng, Jiuyu Zhang, Chengxiang Yang, Jun Tian, Feng Lin, Shiping Li, Xiangxin Su(Key Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines,Northeastern University).A novel true triaxial test system for microwave-induced fracturing of hard rocks[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第5期
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Irem Bozyigit,Akbar Javadi,Selim Altun(Department of Civil Engineering,Ege University;College of Engineering,Mathematics and Physical Sciences,University of Exeter).Strength properties of xanthan gum and guar gum treated kaolin at different water contents[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第5期
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Nan Zhang,Ahmadreza Hedayat,Shaoyang Han,Runlin Yang,Héctor Gelber Bolaños Sosa,JuanJoséGonzálezCárdenas,Guido Edgard Salas Álvarez,,Department of Civil,Environmental Engineering,Colorado School of Mines,1500 Illinois St.,Golden,CO,80401,USA(Department of Civil and Environmental Engineering,Colorado School of Mines;Key Laboratory of Ministry of Education for Geomechanics and Embankment Engineering,Hohai University;School of Civil and Resource Engineering,University of Science and Technology Beijing;Universidad Nacional de San Agustín de Arequipa).Isotropic compression behavior of granular assembly with non-spherical particles by X-ray micro-computed tomography and discrete element modeling[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第5期
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Hao Chen,Yi Hu,Jiawei Liu,Feng Liu,Zheng Liu,Yong Kang,Xiaochuan Wang(Hubei Key Laboratory of Waterjet Theory and New Technology,Wuhan University;School of Power and Mechanical Engineering,Wuhan University).Surface characteristics analysis of fractures induced by supercritical CO2 and water through three-dimensional scanning and scanning electron micrography[J].Journal of Rock Mechanics and Geotechnical Engineering,2021,第5期
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