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2. Alternate Representations for Numerical Modeling of Multi-Stage Hydraulically Fractured Horizontal Wells in Shale Gas Reservoirs

open_access
Open Access
Author:
Siripatrachai, Nithiwat
Title:
Alternate Representations for Numerical Modeling of Multi-Stage Hydraulically Fractured Horizontal Wells in Shale Gas Reservoirs
Graduate Program:
Energy and Mineral Engineering
Keywords:
Multi Stage
Shale
Hydraulic Fracture
Horizontal Well
Artificial Neural Network
ANN
Expert System
Gas
File:
Download MS_Thesis_Siripatrachai.pdf
Committee Members:
Turgay Ertekin, Thesis Advisor/Co-Advisor
Turgay Ertekin, Thesis Advisor/Co-Advisor

3. Thermally Stable Coal-Based Jet Fuel: Chemical Composition, Thermal Stability, Physical Properties and Their Relationships

open_access
Open Access
Author:
Butnark, Suchada
Title:
Thermally Stable Coal-Based Jet Fuel: Chemical Composition, Thermal Stability, Physical Properties and Their Relationships
Graduate Program:
Fuel Science
Keywords:
Chemical Composition
Artificial Neural Network
Multiple Linear Regression
JP-900
Coal-Based Jet Fuel
Jet Fuel Properties
Thermal Stability
Quantitative Structure-Property Relationship
File:
Download sbutnark.pdf
Committee Members:
Harold Harris Schobert, Committee Chair/Co-Chair
Chunshan Song, Committee Member
Semih Eser, Committee Member
M Mercedes Maroto Valer, Committee Member
M Albert Vannice, Committee Member

4. Characterization of Sealing and Partially Communicating Faults in Dual-Porosity Gas Reservoirs Using Artificial Neural Network

open_access
Open Access
Author:
Toktabolat, Zhazar
Title:
Characterization of Sealing and Partially Communicating Faults in Dual-Porosity Gas Reservoirs Using Artificial Neural Network
Graduate Program:
Petroleum and Natural Gas Engineering
Keywords:
Sealing and Partially Communicating Faults
Dual-Porosity Gas Reservoir
Artificial Neural Network
File:
Download Zhazar_Toktabolat_masters_thesis.pdf
Committee Members:
Turgay Ertekin, Thesis Advisor/Co-Advisor

5. Development and Utilization of Integrated Artificial Expert Systems for Designing Multi-lateral Well Configurations, Estimating Reservoir Properties and Forecasting Reservoir Performance

open_access
Open Access
Author:
Almousa, Talal Saeed
Title:
Development and Utilization of Integrated Artificial Expert Systems for Designing Multi-lateral Well Configurations, Estimating Reservoir Properties and Forecasting Reservoir Performance
Graduate Program:
Petroleum and Natural Gas Engineering
Keywords:
ANN
Artificial Neural Network
Expert Systems
Well Design
Characterization
Forecasting
Reservoir Simulation
File:
Download Dissertation_by_Talal_S._AlMousa.pdf
Committee Members:
Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Michael Adebola Adewumi, Committee Member
Li Li, Committee Member
Mirna Urquidi Macdonald, Committee Member

7. The Development of an Artificial Neural Network as a Pressure Transient Analysis Tool with Application to Multi-lateral Wells in Tight-gas Dual-porosity Reservoirs

open_access
Open Access
Author:
Cox, Jacob Steven
Title:
The Development of an Artificial Neural Network as a Pressure Transient Analysis Tool with Application to Multi-lateral Wells in Tight-gas Dual-porosity Reservoirs
Graduate Program:
Petroleum and Natural Gas Engineering
Keywords:
ANN
Artificial Neural Network
Tight-Gas
Dual-Porosity
Multi-Lateral
Pressure Transient
File:
Download Jacob_Cox_Thesis.pdf
Committee Members:
Turgay Ertekin, Thesis Advisor/Co-Advisor

8. Development of an Artificial Neural Network Based Expert System for Rate Transient Analysis Tool in Multilayered Reservoir with or without Cross Flow

open_access
Open Access
Author:
M-amin, Jafar Muhamed
Title:
Development of an Artificial Neural Network Based Expert System for Rate Transient Analysis Tool in Multilayered Reservoir with or without Cross Flow
Graduate Program:
Energy and Mineral Engineering
Keywords:
Rate Transient Analysis
Multilayered Reservoir
Artificial Neural Network
Gas Reservoir
Reservoir Simulation
Cross Flow
File:
Download THESIS.pdf
Committee Members:
Turgay Ertekin, Thesis Advisor/Co-Advisor

11. AN ARTIFICIAL NEURAL NETWORK APPROACH FOR EVALUATING THE PERFORMANCE OF CYCLIC STEAM INJECTION IN NATURALLY FRACTURED HEAVY OIL RESERVOIRS

open_access
Open Access
Author:
Ersahin, Ahmet
Title:
AN ARTIFICIAL NEURAL NETWORK APPROACH FOR EVALUATING THE PERFORMANCE OF CYCLIC STEAM INJECTION IN NATURALLY FRACTURED HEAVY OIL RESERVOIRS
Graduate Program:
Energy and Mineral Engineering
Keywords:
Artificial Neural Network
cyclic steam injection
cyclic steam stimulation
ann
csi
css
thermal eor
File:
Download Ahmet_Ersahin_Thesis_11.18.16.pdf
Committee Members:
Turgay Ertekin, Thesis Advisor/Co-Advisor
Yilin Wang, Committee Member
Hamid Emami-Meybodi, Committee Member

12. Predicting Petrophysical Properties From Rate-Transient Data: An Artificial Intelligence Application

open_access
Open Access
Author:
Zhang, Zhenzihao
Title:
Predicting Petrophysical Properties From Rate-Transient Data: An Artificial Intelligence Application
Graduate Program:
Petroleum and Mineral Engineering
Keywords:
Relative Permeability
Capillary Pressure
Permeability
Artificial Neural Network
Rate-Transient Data
Petrophysical Properties
File:
Download Dissertation_ZhenzihaoZhang_20170713.pdf
Committee Members:
Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
John Yilin Wang, Committee Member
Hamid Emami-Meybodi, Committee Member
Ming Xiao, Outside Member

13. Evaluation and Modeling of Pressure Filtration of Coal Refuse Slurry

open_access
Open Access
Author:
Sankara Raman, Gireesh Subramaniam
Title:
Evaluation and Modeling of Pressure Filtration of Coal Refuse Slurry
Graduate Program:
Energy and Mineral Engineering
Keywords:
Coal Refuse Slurry
Pressure Filtration
Artificial Neural Network
Waste Management
Dewatering
Coal
Fine Coal
Mineral Processing
File:
Download Gireesh_Raman_Dissertation.pdf
Committee Members:
Dr. Mark S. Klima, Dissertation Advisor/Co-Advisor
Dr. Mark S. Klima, Committee Chair/Co-Chair
Dr. William A. Groves, Committee Member
Dr. Jeremy M. Gernand, Committee Member
Dr. Herschel A. Elliott, Outside Member

14. 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

15. An Experimental Analysis of Predictive Coding Based On Artificial Neural Networks for Image Decoding

open_access
Open Access
Author:
Sun, Yanbo
Title:
An Experimental Analysis of Predictive Coding Based On Artificial Neural Networks for Image Decoding
Graduate Program:
Computer Science and Engineering
Keywords:
Artificial Neural Network
Image Decoding
Predictive Coding
Spatial Redundancies
File:
Download Yanbo_Sun_Thesis.pdf
Committee Members:
Clyde Lee Giles, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member

16. Pressure Transient Analysis of Shale Gas Reservoirs with Horizontal Boreholes: An Artificial Intelligence Based Approach

open_access
Open Access
Author:
Zhong, Xuwei
Title:
Pressure Transient Analysis of Shale Gas Reservoirs with Horizontal Boreholes: An Artificial Intelligence Based Approach
Graduate Program:
Energy and Mineral Engineering
Keywords:
Artificial Neural Network
Pressure Transient Analysis
ANN
PTA
Shale Gas Reservoir
File:
Download Zhong_Thesis.pdf
Committee Members:
Turgay Ertekin, Thesis Advisor/Co-Advisor

17. 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

18. Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army

open_access
Open Access
Author:
Garcia, Miguel
Title:
Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army
Graduate Program:
Data Analytics
Keywords:
Artificial Intelligence
Machine Learning
AI
Deep Learning
Decision Tree
Logistic Regression
Random Forest
XGBoost
Artificial Neural Network
Deep Neural Network
U.S. Army
Military
Attrition
Retention
Person-Event Data Environment
PDE
Department of Defense
DoD
Army Analytics Group
AAG
Naive Bayes
Active Duty
Enlistment
Commissioned Officers
Soldiers
Area Under the Curve
AUC
Data Analytics
Retirement
MEDPROS
PHA
MEPCOM
DTMS
ATMS
ROC Curve
Variable Importance
Preprocessing
Data Quality
File:
Download Insights_on_the_use_of_AI_to_Predict_Retention_of_Career_Soldiers_in_the_US_Army.pdf
Committee Members:
Colin Neill, Program Head/Chair
Partha Mukherjee, Thesis Advisor/Co-Advisor
Guanghua Qiu, Committee Member
Youakim Badr, Thesis Advisor/Co-Advisor