A locally conservative Multiscale Finite Element Method for multiphase flow simulation through heterogeneous and fractured porous media. - Na Zhang; Yating Wang; Yuhe Wang; Bicheng Yan; Qian Sun (J. Comput. Appl. Math., 2018)

A Gradient-based Deep Neural Network Model for Simulating Multiphase Flow in Porous Media. - Bicheng Yan; Dylan Robert Harp; Rajesh J. Pawar (CoRR, 2021)

Improving Deep Learning Performance for Predicting Large-Scale Porous-Media Flow through Feature Coarsening. - Bicheng Yan; Dylan Robert Harp; Bailian Chen; Rajesh J. Pawar (CoRR, 2021)

A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media. - Bicheng Yan; Dylan Robert Harp; Bailian Chen; Rajesh J. Pawar (CoRR, 2021)

A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods. - Bicheng Yan; Bailian Chen; Dylan Robert Harp; Rajesh J. Pawar (CoRR, 2021)

On the feasibility of using physics-informed machine learning for underground reservoir pressure management. - Dylan Robert Harp; Dan O'Malley; Bicheng Yan; Rajesh J. Pawar (Expert Syst. Appl., 2021)

A gradient-based deep neural network model for simulating multiphase flow in porous media. - Bicheng Yan; Dylan Robert Harp; Bailian Chen; Hussein Hoteit; Rajesh J. Pawar (J. Comput. Phys., 2022)

Generation of Limit Cycles in Nonlinear Systems: Machine Leaning Based Type-3 Fuzzy Control. - Bicheng Yan; Xiaoqiang Jiang; Khalid A. Alattas; Chunwei Zhang; Ardashir Mohammadzadeh (IEEE Access, 2023)

Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks. - Zhaoyang Ma; Xupeng He; Hyung Kwak; Jun Gao; Shuyu Sun 001; Bicheng Yan (CoRR, 2023)

Zero-Shot Digital Rock Image Segmentation with a Fine-Tuned Segment Anything Model. - Zhaoyang Ma; Xupeng He; Shuyu Sun 001; Bicheng Yan; Hyung Kwak; Jun Gao (CoRR, 2023)

Multi-objective optimization of reservoir development strategy with hybrid artificial intelligence method. - Xinyu Zhuang; Wendong Wang; Yuliang Su; Bicheng Yan; Yuan Li; Lei Li; Yongmao Hao (Expert Syst. Appl., 2024)

Unraveling Overlying Rock Fracturing Evolvement for Mining Water Inflow Channel Prediction: A Spatiotemporal Analysis Using ConvLSTM Image Reconstruction. - Huichao Yin; Gaizhuo Zhang; Qiang Wu; Fangpeng Cui; Bicheng Yan; Shangxian Yin; Mohamad Reza Soltanian; Hung Vo Thanh; Zhenxue Dai (IEEE Trans. Geosci. Remote. Sens., 2024)

On the feasibility of an ensemble multi-fidelity neural network for fast data assimilation for subsurface flow in porous media. - Yating Wang; Bicheng Yan (Expert Syst. Appl., 2025)