Leung, Juliana Y

Publications, Activities, and Awards

• A geomechanically-constrained dynamic fractal wormhole growth model for simulating cold heavy oil production with sand simulation
• A novel particle-tracking based proxy for capturing SAGD production features under reservoir heterogeneity
• A sand arch constrained dynamic fractal wormhole growth model for simulating cold heavy oil production with sand simulation
• A statistical upscaling workflow for warm solvent injection processes for heterogeneous heavy oil reservoirs
• Analysis of non-equilibrium foamy oil flow in cyclic solvent injection processes
• Data-Driven Decision-Making Strategy for Thermal Well Completion
• Design of optimal operational parameters for steam-alternating-solvent processes in heterogeneous reservoirs – A multi-objective optimization approach
• Design of Steam Alternating Solvent Process Operational Parameters Considering Shale Heterogeneity
• Design of warm solvent injection processes for heterogeneous heavy oil reservoirs: a hybrid workflow of multi-objective optimization and proxy models
• Design of warm solvent injection processes for heterogeneous heavy oil reservoirs: a hybrid workflow of multi-objective optimization and proxy models
• Efficient tracking and estimation of solvent chamber development during warm solvent injection in heterogeneous reservoirs via machine learning
• Efficient tracking of solvent chamber development during warm solvent injection in heterogeneous reservoirs via machine learning
• Graduate Teaching Award
• Great Supervisor Award
• Incorporating Phase Behavior Constraints in Multi-objective Optimization of Warm Vaporized Solvent Injection Process
• Integration of data-driven modeling techniques for lean zone and shale barrier characterization in SAGD reservoirs
• Integration of data-driven models for inference of reservoir heterogeneities in SAGD production analysis
• Integration of deep learning and data analytics for SAGD temperature and production analysis
• Integration of deep learning and data analytics for SAGD temperature and production analysis
• Knowledge-based heterogeneity characterization framework for 3D steam-assisted gravity drainage reservoirs
• Mid-Career Research Award
• Numerical pore-scale simulation of propane injection for heavy oil displacement processes
• Numerical simulation of non-equilibrium foamy oil for cyclic solvent injection in post-CHOPS reservoirs
• Optimization of the steam alternating solvent process using Pareto-based multi-objective evolutionary algorithms
• Progress on Optimization of Steam-Solvent Thermal Process for Efficient In-Situ Recovery and Reducing GHG Emissions
• Reservoir management and advanced optimization for thermal and thermal-solvent based in-situ recovery processes - Joint Workshop
• Reservoir Management and Advanced Optimization for Thermal and Thermal-Solvent based Recovery Processes using Scaled Models and Machine Learning - Current Status
• Techniques for Fast Screening of 3D Heterogeneous Shale Barrier Configurations and Their Impacts on SAGD Chamber Development
• The potential of xylanases to reduce the viscosity of micro/nanofibrillated bleached Kraft pulp
• Unsupervised PSD Clustering to Assess Reservoir Quality Along the Horizontal Wells: An Efficient Inflow Control Devices Design
• Updates on development of real-time optimization frameworks and machine learning algorithms