3D solid digital and numerical modeling of multimineral heterogeneous rocks based on deep learning

被引:0
作者
Huaiguang Xiao
Lei He
Yanlong Zheng
Shang Yan
机构
[1] Southeast University,School of Civil Engineering
[2] Zhejiang University,College of Civil Engineering and Architecture
来源
Geomechanics and Geophysics for Geo-Energy and Geo-Resources | 2022年 / 8卷
关键词
3D reconstruction; Digital rock; Texture structures; Heterogeneity; Numerical simulation;
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[1]  
Abdelaziz A(2018)Grain based modelling of rocks using the combined finite-discrete element method Comput Geotech 103 73-81
[2]  
Zhao Q(2013)A three-dimensional cohesive-frictional grain-boundary micromechanical model for intergranular degradation and failure in polycrystalline materials Comput Methods Appl Mech Eng 265 36-62
[3]  
Grasselli G(2010)High quality solid texture synthesis using position and index histogram matching Vis Comput 26 253-262
[4]  
Benedetti I(2004)Digital image-based numerical modeling method for prediction of inhomogeneous rock failure Int J Rock Mech Min Sci 41 939-957
[5]  
Aliabadi M(2008)Lazy solid texture synthesis Comput Graph Forum 27 1165-1174
[6]  
Chen J(2015)Texture synthesis using convolutional neural networks Adv Neural Inf Process Syst 28 262-270
[7]  
Wang B(2014)3D random Voronoi grain-based models for simulation of brittle rock damage and fabric-guided micro-fracturing J Rock Mech Geotechn Eng 6 506-521
[8]  
Chen S(2020)On demand solid texture synthesis using deep 3d networks In Computer Graphics Forum 39 511-530
[9]  
Yue ZQ(2004)Stereological techniques for solid textures ACM Trans Graph (TOG) 23 329-335
[10]  
Tham LG(2020)Physical parameters, tensile and compressive strength of dolomite rock samples: influence of grain size J Civ Eng Manag 26 789-799