A two-stage adaptive stochastic collocation method on nested sparse grids for multiphase flow in randomly heterogeneous porous media. - Qinzhuo Liao; Dongxiao Zhang; Hamdi A. Tchelepi (J. Comput. Phys., 2017)

Deep-learning-based upscaling method for geologic models via theory-guided convolutional neural network. - Nanzhe Wang; Qinzhuo Liao; Haibin Chang; Dongxiao Zhang (CoRR, 2022)