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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. 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. 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

6. 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

9. 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

10. 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

11. 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

12. 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

13. 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 (MS)
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