Fast permeability estimation for sandstone and carbonate reservoir rocks by 3D Bayesian Convolutional Neural Network with uncertainty quantification

Liu, Siyan

Fast permeability estimation for sandstone and carbonate reservoir rocks by 3D Bayesian Convolutional Neural Network with uncertainty quantification

Siyan Liu, University of Kansas, Chemical and Petroleum Engineering, Lawrence, KS, United States, Chi Zhang, University of Kansas, Department of Geology, Lawrence, KS, United States, Reza Barati, University of Kansas, Chemical & Petroleum Engineering, Lawrence, United States and Dan Lu, Oak Ridge National Laboratory, Oak Ridge, TN, United States