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Start Over Graduate Program Energy and Mineral Engineering Keyword Machine Learning

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

open_access
Open Access
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

2. ARTIFICIAL NEURAL NETWORK BASED DESIGN PROTOCOL FOR WAG IMPLEMENTATION IN CO2 INJECTION USING FISHBONE WELLS IN LOW PERMEABILITY Oil RESERVOIRS

open_access
Open Access
Author:
Enab, Khaled Ahmed
Title:
ARTIFICIAL NEURAL NETWORK BASED DESIGN PROTOCOL FOR WAG IMPLEMENTATION IN CO2 INJECTION USING FISHBONE WELLS IN LOW PERMEABILITY Oil RESERVOIRS
Graduate Program:
Energy and Mineral Engineering
Keywords:
Enhanced Oil Recovery
WAG
CO2 Injection
Unconventional Oil Reservoirs
Tight Oil Reservoirs
Artificial Neural Network
Machine Learning
File:
Download Khaled_Enab_Dissertation.pdf
Committee Members:
Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Sanjay Srinivasan, Committee Member
Gregory R King, Committee Member
Sridhar Anandakrishnan, Outside Member

3. DEVELOPMENT AND APPLICATION OF AN ARTIFICIAL-NEURAL-NETWORK-BASED ANALYSIS AND DESIGN TOOL FOR CHEMICAL ENHANCED OIL RECOVERY (ALKALINE-SURFACTANT-POLYMER) FIELD IMPLEMENTATIONS

open_access
Open Access
Author:
Abdullah, Mohammad B
Title:
DEVELOPMENT AND APPLICATION OF AN ARTIFICIAL-NEURAL-NETWORK-BASED ANALYSIS AND DESIGN TOOL FOR CHEMICAL ENHANCED OIL RECOVERY (ALKALINE-SURFACTANT-POLYMER) FIELD IMPLEMENTATIONS
Graduate Program:
Energy and Mineral Engineering
Keywords:
ANN
EOR
cEOR
Enhanced Oil Recovery
Machine Learning
Artificial Neural Network
Field Implementation
File:
Download Mohammad_Abdullah_final.pdf
Committee Members:
Hamid Emami-Meybodi, Thesis Advisor/Co-Advisor
Turgay Ertekin, Thesis Advisor/Co-Advisor
Gregory R King, Committee Member

4. Application of Data Driven Machine Learning Methodologies for Predicting Reamining Useful Life of Equipment

open_access
Open Access
Author:
Ren, Zihan
Title:
Application of Data Driven Machine Learning Methodologies for Predicting Reamining Useful Life of Equipment
Graduate Program:
Energy and Mineral Engineering
Keywords:
Machine Learning
Remaining useful life estimation
turbofan engine
Oil and gas equipment
File:
Download MS-thesis-ZihanRen.pdf
Committee Members:
Sanjay Srinivasan, Thesis Advisor/Co-Advisor
Mort D Webster, Committee Member
Eugene C Morgan, Committee Member
Sanjay Srinivasan, Program Head/Chair

5. Modeling Natural Fracture Networks Using Improved Geostatistical and Geomechanical Inferences

open_access
Open Access
Author:
Chandna, Akshat
Title:
Modeling Natural Fracture Networks Using Improved Geostatistical and Geomechanical Inferences
Graduate Program:
Energy and Mineral Engineering
Keywords:
Fracture Characterization
Multiple Point Statistics
Geostatistics
Geomechanics
Machine Learning
Stochastic Simulation
Modeling Natural Fracture Networks
Teapot Dome
File:
Download Dissertation_Document_AkshatChandna.pdf
Committee Members:
Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Sanjay Srinivasan, Committee Chair/Co-Chair
Zuleima T Karpyn, Committee Member
Hamid Emami-Meybodi, Committee Member
Chris J Marone, Outside Member
Mort D Webster, Committee Member
Mort D Webster, Program Head/Chair