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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

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

Open Access

Author:: Udegbe, Egbadon Ajibola
Title:: Pattern Recognition for Fractured Reservoir Characterization using Subsurface Big Data
Graduate Program:: Energy and Mineral Engineering
Keywords:: big data
data science
subsurface
fractures
seismic
unconventional reservoirs
shale
File:: Download Udegbe_PhD_Thesis.pdf
Committee Members:: Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Eugene C Morgan, Committee Chair/Co-Chair
Mort D Webster, Committee Member
Hamid Emami-Meybodi, Committee Member
Tieyuan Zhu, Outside Member

Open Access

Author:: Kumar, Devesh
Title:: Ensemble-based assimilation of non-linearly related dynamic data in reservoir models exhibiting non-Gaussian characteristics
Graduate Program:: Energy and Mineral Engineering
Keywords:: Data assimilation
Ensemble Kalman filter
non-Gaussian parameters
non-linear models
indicator transforms
File:: Download DeveshKumar-Dissertation.pdf
Committee Members:: Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Sanjay Srinivasan, Committee Chair/Co-Chair
Mort Webster, Committee Member
Gregory King, Committee Member
Steven Greybush, Outside Member

Open Access

Author:: Singh, Manik
Title:: QUANTITATIVE INVERSION OF MICROSEISMIC DATA: BAYESIAN MODEL SELECTION USING FAST PROXIES FOR FRACTURING AND WAVE PROPAGATION
Graduate Program:: Energy and Mineral Engineering
Keywords:: Microseismic
Hydraulic Fracturing
Bayesian Model Selection
Quantitative Inversion
Tight Oil/Gas
Petroleum Engineering
Reservoir Engineering
File:: Download ManikSingh_Thesis.pdf
Committee Members:: Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Sanjay Srinivasan, Committee Chair/Co-Chair
Shimin Liu, Committee Member
Hamid Emami-Meybodi, Committee Member
Charles James Ammon, Outside Member

Open Access

Author:: Dawar, Kshitij
Title:: Reinforcement learning for well location optimization
Graduate Program:: Energy and Mineral Engineering
Keywords:: Reinforcement learning
Well location optimization
Well location
Dynamic programming
Multi-stage optimization
Deep learning
Geostatistics
Geostatistical simulation
File:: Download KshitijDawar-Dissertation_EME.pdf
Committee Members:: Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Sanjay Srinivasan, Committee Chair/Co-Chair
Eugene C Morgan, Committee Member
Jeremy Michael Gernand, Committee Member
Sridhar Anandakrishnan, Outside Member
Mort D Webster, Dissertation Advisor/Co-Advisor
Mort D Webster, Committee Chair/Co-Chair
Mort D Webster, Program Head/Chair

Open Access

Author:: Yang Santos, Livio
Title:: A Comprehensive Wellbore Cement Integrity Analysis and Remedies
Graduate Program:: Energy and Mineral Engineering
Keywords:: geomechanics
wellbore integrity
well cementing
zonal isolation
shape memory polymer
cement additive
File:: Download Santos_dissertation.pdf
Committee Members:: Arash Dahi Taleghani, Dissertation Advisor/Co-Advisor
Arash Dahi Taleghani, Committee Chair/Co-Chair
Sanjay Srinivasan, Committee Member
Hamid Emami-Meybodi, Committee Member
Farshad Rajabipour, Outside Member
Mort D Webster, Program Head/Chair

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

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