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2022

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Improving deep learning performance for predicting large-scale geological CO2 sequestration modeling through feature coarsening
Year: 2022 DOI:https://doi.org/10.1038/s41598-022-24774-6
Authors: Bicheng Yan, Dylan Robert Harp, Bailian Chen, Rajesh J. Pawar
Sci Rep 12, 20667 (2022)
Machine Learning-Based Accelerated Approaches to Infer Breakdown Pressure of Several Unconventional Rock Types
Year: 2022 DOI:https://doi.org/10.1021/acsomega.2c05066
Authors: Zeeshan Tariq, Bicheng Yan, Shuyu Sun, Manojkumar Gudala, Murtada Saleh Aljawad, Mobeen Murtaza, Mohamed Mahmoud
ACS Omega, 7, 45, 41314–41330 (2022)
Comparison of Supercritical CO2 With Water as Geofluid in Geothermal Reservoirs With Numerical Investigation Using Fully Coupled Thermo-Hydro-Geomechanical Model
Year: 2022 DOI:https://doi.org/10.1115/1.4055538
Authors: Manojkumar Gudala, Suresh Kumar Govindarajan, Bicheng Yan, Shuyu Sun
ASME. J. Energy Resour. Technol. 145(6): 061302 (2022)
A gradient-based deep neural network model for simulating multiphase flow in porous media
Year: 2022 DOI:https://doi.org/10.1016/j.jcp.2022.111277
Authors: Bicheng Yan, Dylan Robert Harp, Bailian Chen, Hussein Hoteit, Rajesh J. Pawar
Journal of Computational Physics, Volume 463, 111277 (2022)
Numerical investigations of the PUGA geothermal reservoir with multistage hydraulic fractures and well patterns using fully coupled thermo-hydro-geomechanical modeling
Year: 2022 DOI:https://doi.org/10.1016/j.energy.2022.124173
Authors: Manojkumar Gudala, Suresh Kumar Govindarajan, Bicheng Yan, Shuyu Sun
Energy, Volume 253, 124173 (2022)
A robust deep learning workflow to predict multiphase flow behavior during geological CO2 sequestration injection and Post-Injection periods
Year: 2022 DOI:https://doi.org/10.1016/j.jhydrol.2022.127542
Authors: Bicheng Yan, Bailian Chen, Dylan Robert Harp, Wei Jia, Rajesh J. Pawar
Journal of Hydrology, 607, 127542 (2022)
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