Profile
| Keywords: | subsurface engineering, oil and gas, geothermal, carbon storage, data analytics, AI, machine learning, methane emissions monitoring, CCUS |
My research interests are centered around developing numerical approaches for modeling the influences of heterogeneities in rock properties on multi-phase flows in subsurface formations.
- Numerical simulation of multiphase flow and transport mechanisms in heterogeneous and fractured porous media
- Data analytics in reservoir engineering applications
- Optimization and design of heavy oil recovery processes
- Scale-up of recovery processes and heterogeneity
- Uncertainty assessment of reservoir performance due to geology, transport, and scale-up procedures
- History matching and dynamic data integration
FES Funded ProjectsOutputs
| Title |
Category |
Date |
Authors |
| A geomechanically-constrained dynamic fractal wormhole growth model for simulating cold heavy oil production with sand simulationT07-C01 University of Alberta | Publication | 2019-04-10 | | | Doctoral ScholarshipT07-C01 | Award | 2018-09-01 | Haisheng Yu | | Doctoral Recruitment ScholarshipT07-C01 | Award | 2018-09-01 | Haisheng Yu | | A sand arch constrained dynamic fractal wormhole growth model for simulating cold heavy oil production with sand simulationT07-C01 University of Alberta | Publication | 2019-04-10 | | | Numerical pore-scale simulation of propane injection for heavy oil displacement processesT07-C01 University of Alberta | Publication | 2022-11-15 | | | A consistent interphase mass transfer method and level-set formulation for incompressible two-phase flowsT07-C01 University of Alberta | Publication | 2025-03-31 | | | Doctoral ScholarshipT07-C01 | Award | 2019-09-01 | Yadong Qin | | Integration of data-driven modeling techniques for lean zone and shale barrier characterization in SAGD reservoirs T07-C02 University of Alberta | Publication | 2019-02-07 | | | Design of warm solvent injection processes for heterogeneous heavy oil reservoirs: a hybrid workflow of multi-objective optimization and proxy models
T07-C02 University of Alberta | Publication | 2019-04-10 | | | Integration of deep learning and data analytics for SAGD temperature and production analysisT07-C02 University of Alberta | Publication | 2019-04-10 | | | A novel particle-tracking based proxy for capturing SAGD production features under reservoir heterogeneityT07-C02 University of Alberta | Activity | 2019-04-23 | | | Great Supervisor AwardT07-C01, T07-C02 University of Alberta | Award | 2018-02-14 | | | Updates on development of real-time optimization frameworks and machine learning algorithmsPresentation at the 4th joint CFREF workshop between UAlberta & UCalgaryT07-C02 University of Alberta | Activity | 2019-03-21 | | | Reservoir Management and Advanced Optimization for Thermal and Thermal-Solvent based Recovery Processes using Scaled Models and Machine Learning - Current Status Poster Presentation at Second FES Annual Open HouseT07-C02 University of Alberta | Activity | 2018-10-03 | | | Mid-Career Research AwardT07-C01, T07-C02 University of Alberta | Award | 2019-05-01 | | | Graduate Teaching AwardT07-C01, T07-C02 University of Alberta | Award | 2020-02-20 | | | Efficient tracking of solvent chamber development during warm solvent injection in heterogeneous reservoirs via machine learningT07-C02 University of Alberta | Activity | 2020-03-18 | | | Techniques for Fast Screening of 3D Heterogeneous Shale Barrier Configurations and Their Impacts on SAGD Chamber Development T07-C02 University of Alberta | Publication | 2021-02-01 | | | Knowledge-based heterogeneity characterization framework for 3D steam-assisted gravity drainage reservoirsT07-C02 University of Alberta | Publication | 2020-02-20 | | | Integration of deep learning and data analytics for SAGD temperature and production analysisT07-C02 University of Alberta | Publication | 2020-02-20 | | | Analysis of non-equilibrium foamy oil flow in cyclic solvent injection processesT07-C01 University of Alberta | Publication | 2020-03-17 | Tong Chen, Leung, J., "Jonathan Bryan ", Apostolos Kantzas | | Design of warm solvent injection processes for heterogeneous heavy oil reservoirs: a hybrid workflow of multi-objective optimization and proxy modelsT07-C01, T07-C02 University of Alberta | Publication | 2020-05-04 | | | The potential of xylanases to reduce the viscosity of micro/nanofibrillated bleached Kraft pulpACS Applied Bio Materials.T07-C01 University of Alberta | Publication | 2020-10-09 | "Tian D. ", "Zhong N. ", Leung, J., "Shen F. ", "Hu J. ", J N Saddler | | Numerical simulation of non-equilibrium foamy oil for cyclic solvent injection in post-CHOPS reservoirsT07-C01 University of Alberta | Publication | 2021-05-14 | | | Incorporating Phase Behavior Constraints in Multi-objective Optimization of Warm Vaporized Solvent Injection ProcessThe first author is supported by a Mitacs Accelerate project.T07-C01, T07-C02 University of Alberta | Publication | 2021-05-12 | | | Design of Steam Alternating Solvent Process Operational Parameters Considering Shale HeterogeneityT07-C02 University of Alberta | Publication | 2022-04-30 | | | A statistical upscaling workflow for warm solvent injection processes for heterogeneous heavy oil reservoirsT07-C02 University of Alberta | Publication | 2021-12-31 | | | Efficient tracking and estimation of solvent chamber development during warm solvent injection in heterogeneous reservoirs via machine learningT07-C02 University of Alberta | Publication | 2021-11-01 | | | Design of optimal operational parameters for steam-alternating-solvent processes in heterogeneous reservoirs – A multi-objective optimization approachT07-C01 University of Alberta | Publication | 2022-09-29 | | | Optimization of the steam alternating solvent process using Pareto-based multi-objective evolutionary algorithmsT07-C01 University of Alberta | Publication | 2022-10-03 | | | Data-Driven Decision-Making Strategy for Thermal Well CompletionT07-P06NP University of Alberta | Publication | 2022-01-01 | Hossein Izadi, Morteza Roostaei, Mahdi Mahmoudi, Giuseppe Rosi, Jesse Stevenson, Aubrey Tuttle, Colby Sutton, Rashid Mirzavand, Leung, J., Vahidoddin Fattahpour | | Unsupervised PSD Clustering to Assess Reservoir Quality Along the Horizontal Wells: An Efficient Inflow Control Devices DesignT07-P06NP University of Alberta | Publication | 2023-03-10 | Hossein Izadi, Morteza Roostaei, Mahdi Mahmoudi, Giuseppe Rosi, Jesse Stevenson, Aubrey Tuttle, Colby Sutton, Rashid Mirzavand, Leung, J., Vahidoddin Fattahpour | | Data-Driven Analysis of Using Flow Control Devices and Extended Reach Wells on Sagd Well PerformanceT07-P06NP University of Alberta | Publication | 2023-12-15 | Hossein Izadi, Leung, J., Morteza Roostaaei, Mahdi Mahmoudi, Jesse Stevenson, Aubrey Tuttle, Colby Sutton, Rashid Mirzavand, Vahidoddin Fattahpour | | A Practical Workflow to Design Inflow Control Devices in Sagd Projects to Increase Production and Lower Fresh Water UsageT07-P06NP University of Alberta | Publication | 2024-01-15 | Hossein Izadi, Leung, J., Morteza Roostaaei, Mahdi Mahmoudi, Jesse Stevenson, Aubrey Tuttle, Colby Sutton, Rashid Mirzavand, Vahidoddin Fattahpour | | Flow Control Device and Liner Floatation: Key Technology Driver in Extreme Extended Reach Shallow Steam Assisted Gravity Drainage WellsT07-P06NP University of Alberta | Publication | 2023-11-26 | Hossein Izadi, M Roostaei, M Mahmoudi, J Stevenson, A Tuttle, G Bustamante, Sh Rhein, C Sutton, Rashid Mirzavand, Leung, J., Others | | Impact of Inflow and Outflow Rate Control to Minimize Freshwater Usage: Historical Canadian Steam-Assisted Gravity Drainage Operations versus Numerical SimulationsT07-P06NP University of Alberta | Publication | 2024-02-06 | Hossein Izadi, Leung, J., Mohammad Soroush, Morteza Roostaei, Mahdi Mahmoudi, Jesse Stevenson, Aubrey Tuttle, Colby Sutton, Rashid Mirzavand, Vahidoddin Fattahpour |
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