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Capillary rise in vuggy media 期刊论文
, 2020, 卷号: 143
作者:  Khan H.J.;  Mehmani A.;  Prodanović M.;  DiCarlo D.;  Khan D.J.
收藏  |  浏览/下载：35/0  |  提交时间：2020/07/28
Air  Carbonates  Flow of fluids  Pore size  Porous materials  Air water interfaces  Complex multiphase flows  Connected channels  Fabrication process  Heterogeneous formation  Multiple configurations  Spontaneous imbibition  Textural properties  Phase interfaces  carbonate  computer simulation  imbibition  multiphase flow  porosity  porous medium  size distribution  texture  
PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media 期刊论文
, 2020, 卷号: 138
作者:  Santos J.E.;  Xu D.;  Jo H.;  Landry C.J.;  Prodanović M.;  Pyrcz M.J.
收藏  |  浏览/下载：28/0  |  提交时间：2020/07/28
Binary images  Convolution  Deep learning  Deep neural networks  Flow fields  Flow of fluids  Forecasting  Learning systems  Mechanical permeability  Network architecture  Porous materials  Velocity  Disruptive technology  Fluid velocity field  Geometrical informations  Machine learning models  Orders of magnitude  Spatial relationships  Subsurface formations  Surrogate model  Convolutional neural networks  artificial neural network  digital image  flow modeling  fluid flow  permeability  porous medium  prediction  rock mechanics  surrogate method  three-dimensional modeling