Associate Professor
Supervisor of Master's Candidates
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Zhao Zhang , Piyang Liu , Ying Liu , Tianyu Zeng and Menghan Li. Ensemble Variational Bayesian Approximation for the Inversion and Uncertainty Quantification of Darcy Flows in Heterogeneous Porous Media with Random Parameters. Journal of Computational Physics, 2024.
Zhidong Yang , Dawei Zang , Hongjia Li , Zhao Zhang , Fa Zhang and Renmin Han. Self-supervised noise modeling and sparsity guided electron tomography volumetric image denoising. Ultramicroscopy, 255, 113860, 2024.
Zhao Zhang , Xia Yan , Piyang Liu , Kai Zhang , Renmin Han and Sheng Wang. A physics-informed convolutional neural network for the simulation and prediction of two-phase Darcy flows in heterogeneous porous media. Journal of Computational Physics, 477, 111919, 2023.
Chen Yang , Li Changjun , A.M. Nechval , A.R. Valeev and Zhao Zhang. Mechanical degradation of polyalphaolefin in turbulent drag reduction flow in rheometer and pipeline. Chemical Engineering Research and Design, DOI: 10.1016/j.cherd.2022.11.020, 2022.
Zhao Zhang. A physics-informed deep convolutional neural network for simulating and predicting transient Darcy flows in heterogeneous reservoirs without labeled data. Journal of Petroleum Science and Engineering, 211, 2022.
Zhao Zhang , Jianchun Guo , Hao Liang and Yuxuan Liu. Numerical simulation of skin factors for perforated wells with crushed zone and drilling-fluid damage in tight gas reservoirs. Journal of Natural Gas Science and Engineering, 90, 103907, 2021.