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Author:

Zhang, Jian

Title:

Development of Automated Neuro-Simulation Protocols for Pressure and Rate Transient Analysis Applications

Graduate Program:

Energy and Mineral Engineering

Keywords:

Neuro-Simulation
Machine Learning
Neural Network
Numerical Reservoir Simulation
Pressure Transient Analysis
Rate Transient Analysis

File:

Download Dissertation.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Sanjay Srinivasan, Committee Member
Li Li, Committee Member
Kultegin Aydin, Outside Member

Author:

Sun, Qian

Title:

The Development of an Artificial-Neural-Network-Based Toolbox for Screening and Optimization of Enhanced Oil Recovery Projects

Graduate Program:

Energy and Mineral Engineering

Keywords:

Artificial neural network
Enhanced oil recovery
Proxy models
Particle swarm optimization
Graphical user interface
Artificial neural network
Enhanced oil recovery
Proxy models
Particle swarm optimization
Graphical user interface

File:

Download SunQian_Dissertation_ETD.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Luis F. Ayala H., Committee Member
Eugene Morgan, Committee Member
C. Lee Giles, Outside Member