2024

A Novel Hybrid Physics/Data-Driven Model for Fractured Reservoir Simulation

Year: 2024 DOI:https://doi.org/10.2118/219110-PA

Authors: Billal Aslam, Bicheng Yan, Knut-Andreas Lie, Stein Krogstad, Olav Moyner, Xupeng He

SPE J. SPE-219110-PA (in press; posted 3 October 2024)

A pore-scale lattice Boltzmann model for solute transport coupled with heterogeneous surface reactions and mineral dissolution

Year: 2024 DOI:https://doi.org/10.1016/j.cej.2024.155191

Authors: Long Ju, Shusen Wang, Baochao Shan, Shuyu Sun, Bicheng Yan

Chemical Engineering Journal, 2024

Wellbore salt-deposition risk prediction of underground gas storage combining numerical modeling and machine learning methodology

Year: 2024 DOI:https://doi.org/10.1016/j.energy.2024.132247

Authors: Zhiyue He, Yong Tang, Youwei He, Jiazheng Qin, Shilai Hu, Bicheng Yan, Liangrui Tang, Kami Sepehrnoori, Zhenhua Rui

Energy, 305: 132247

Towards Rapid Prediction of Nuclear Magnetic Resonance-Based Bimodal Porosities: An Example from the Middle Eastern Carbonate Reservoir

Year: 2024 DOI:https://doi.org/10.1007/s13369-024-09180-6

Authors: Ayyaz Mustafa, Zeeshan Tariq, Bicheng Yan, Zhilei Han, Arfa Iqbal

Arabian Journal for Science and Engineering, 2024.

Physics-informed identification of PDEs with LASSO regression, examples of groundwater-related equations

Year: 2024 DOI:https://doi.org/10.1016/j.jhydrol.2024.131504

Authors: Yang Zhan, Zhilin Guo, Bicheng Yan, Kewei Chen, Zhenbo Chang, Vladan Babovic, Chunmiao Zheng

Journal of Hydrology, 638: 131504

Doublet huff and puff: A new technology for efficient geological COsequestration and stable geothermal recovery

Year: 2024 DOI:https://doi.org/10.1016/j.apenergy.2024.123349

Authors: Manojkumar Gudala, Bicheng Yan, Zeeshan Tariq, Fengshou Zhang, Shuyu Sun

Applied Energy, Volume 367 (2024)

Implementation of contact line motion based on the phase-field lattice Boltzmann method

Year: 2024 DOI:https://doi.org/10.1103/PhysRevE.109.045307

Authors: Long Ju, Zhaoli Guo, Bicheng Yan, Shuyu Sun

Physical Review E, Volume 109, Issue 4 (2024)

Prediction of Foam Rheology Models Parameters Utilizing Machine Learning Tools

Year: 2024 DOI:https://doi.org/10.1021/acsomega.4c00965

Authors: Jawad Al-Darweesh, Murtada Saleh Aljawad, Zeeshan Tariq, Shabeeb Alajmei, Bicheng Yan, Muhammad Shahzad Kamal

ACS Omega (2024)

Physics-informed machine learning for noniterative optimization in geothermal energy recovery

Year: 2024 DOI:https://doi.org/10.1016/j.apenergy.2024.123179

Authors: Bicheng Yan, Manojkumar Gudala, Hussein Hoteit, Shuyu Sun, Wendong Wang, Liangliang Jiang

Applied Energy, Volume 365, 123179 (2024)

An encoder-decoder ConvLSTM surrogate model for simulating geological CO2 sequestration with dynamic well controls

Year: 2024 DOI:https://doi.org/10.1016/j.jgsce.2024.205314

Authors: Zhao Feng, Zeeshan Tariq, Xianda Shen, Bicheng Yan, Xuhai Tang, Fengshou Zhang

Gas Science and Engineering, Volume 125 (2024)

Interfacial Properties of the Nitrogen + Water System in the Presence of Hydrophilic Silica

Year: 2024 DOI:https://doi.org/10.1021/acs.iecr.3c04541

Authors: Xinyu Yao, Arun Kumar Narayanan Nair, Mohd Fuad Anwari Che Ruslan, Yafan Yang, Bicheng Yan, Denvid Lau, Shuyu Sun

Industrial & Engineering Chemistry Research (2024)

An Experimental Study and Machine Learning Modeling of Shale Swelling in Extended Reach Wells When Exposed to Diverse Water-Based Drilling Fluids

Year: 2024 DOI:https://doi.org/10.1021/acs.energyfuels.3c05129

Authors: Zeeshan Tariq, Mobeen Murtaza, Salman Abdulrahman Alrasheed, Muhammad Shahzad Kamal, Bicheng Yan, Mohamed Mahmoud

Energy Fuels, 38, 5, 4151–4166 (2024)

Fractured Geothermal Reservoir Using CO2 as Geofluid: Numerical Analysis and Machine Learning Modeling

Year: 2024 DOI:https://doi.org/10.1021/acsomega.3c07215

Authors: Manojkumar Gudala, Zeeshan Tariq, Suresh Kumar Govindarajan, Bicheng Yan, Shuyu Sun

ACS Omega, 9, 7, 7746–7769 (2024)

Transport properties of oil-CO2 mixtures in calcite nanopores: Physics and machine learning models

Year: 2024 DOI:https://doi.org/10.1016/j.fuel.2023.130308

Authors: Hongwei Zhang, Xin Wang, Qinjun Kang, Bicheng Yan, Shuyu Sun, Rui Qiao

Fuel, Volume 358, Part B, 130308 (2024)

Artificial intelligence-based prediction of hydrogen adsorption in various kerogen types: Implications for underground hydrogen storage and cleaner production

Year: 2024 DOI:https://doi.org/10.1016/j.ijhydene.2024.01.115

Authors: Hung Vo Thanh, Zhenxue Dai, Zhengyang Du, Huichao Yin, Bicheng Yan, Mohamad Reza Soltanian, Ting Xiao, Brian McPherson, Laith Abualigah

International Journal of Hydrogen Energy, Volume 57, Pages 1000-1009 (2024)

Physics-informed machine learning for reservoir management of enhanced geothermal systems

Year: 2024 DOI:https://doi.org/10.1016/j.geoen.2024.212663

Authors: Bicheng Yan, Zhen Xu, Manojkumar Gudala, Zeeshan Tariq, Shuyu Sun, Thomas Finkbeiner

Geoenergy Science and Engineering, Volume 234, 212663 (2024)

2024

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