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Author:

Mohammad Nejad Gharehlo, Amir

Title:

Development of Artificial Expert Reservoir Characterization Tools for Unconventional Reservoirs

Graduate Program:

Energy and Mineral Engineering

Keywords:

neural networks
ann
Reservoir Characterization
well logs
seismic
payzone identification
payzone
net pay
Wolfcamp

File:

Download _thesis_Amir_Nejad2.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Luis Ayala, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Zuleima T Karpyn, Committee Member
Antonio Nieto, Committee Member
Mirna Urquidi Macdonald, Special Member

Author:

Kim, Byounghee

Title:

DEVELOPMENT OF SYSTEM-TYPE NEURAL NETWORK ARCHITECTURES FOR DISTRIBUTED PARAMETER SYSTEMS USING ALGEBRAIC DECOMPOSITION

Graduate Program:

Electrical Engineering

Keywords:

Semigroup Theory
neural networks
Extrapolation

File:

Download Thesis_final.pdf

Committee Members:

Kwang Yun Lee, Committee Chair/Co-Chair
Jeffrey Scott Mayer, Committee Member
Shizhuo Yin, Committee Member
Andre Louis Boehman, Committee Member

Author:

Artun, Fazil Emre

Title:

Optimized Design of Cyclic Pressure Pulsing in Naturally Fractured Reservoirs Using Neural-Network Based Proxy Models

Graduate Program:

Petroleum and Natural Gas Engineering

Keywords:

cyclic pressure pulsing
improved oil recovery
optimization
screening
CO2
N2
neural networks
genetic algorithms
artificial intelligence

File:

Download Artun.pdf

Committee Members:

Turgay Ertekin, Committee Chair/Co-Chair
Robert W Watson, Committee Chair/Co-Chair
Luis F Ayala H, Committee Member
Mirna Urquidi Macdonald, Committee Member
Majid Al Wadhahi, Committee Member

Author:

Bodipat, Kanin

Title:

Numerical Model Representation Of Multi-stage Hydrualically Fractured Horizontal Wells Located In Shale Gas Reservoirs Using Neural Networks

Graduate Program:

Energy and Mineral Engineering

Keywords:

numerical model
simulation
hydraulic fracturing
horizontal well
shale gas
neural networks
ANN

File:

Download MS_Thesis_Bodipat_Kanin.pdf

Committee Members:

Turgay Ertekin, Thesis Advisor/Co-Advisor

Author:

Goldman, Robert W

Title:

Development of a Rollover-Warning Device for Road Vehicles

Graduate Program:

Mechanical Engineering

Keywords:

vehicle dynamics
fuzzy inference systems
fuzzy logic
neural networks
artificial neural networks
rollover
sensitivity analysis

File:

Download RWGoldman_thesis.pdf

Committee Members:

Barbara E Kulakowski, Committee Chair/Co-Chair
Moustafa El Gindy, Committee Member
Christopher Rahn, Committee Member
Ageliki Elefteriadou, Committee Member

Author:

Alabbad, Mohammed Ali

Title:

Well Testing Using Artificial Expert Systems: applications And Limitations

Graduate Program:

Energy and Mineral Engineering

Keywords:

well testing
neural networks
pressure transient
predict

File:

Download Mohammed_AlAbbad_proposal_v4.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Sridhar Anandakrishnan, Committee Member
Luis F Ayala H, Committee Member
Yilin Wang, Committee Member
R Larry Grayson, Special Member

Author:

Srikrishnan, Vivek Anand

Title:

Estimation of direct normal irradiance with multi-pyranometer arrays and artificial neural networks

Graduate Program:

Energy and Mineral Engineering

Keywords:

direct normal irradiance
multi-pyranometer array
neural networks
machine learning

File:

Download VivekSrikrishnan-Thesis-20150715.pdf

Committee Members:

Jeffrey Brownson, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor

Author:

Aguasvivas Manzano, Sarah

Title:

Performance and Parsimony in Training Deep Neural Networks

Graduate Program:

Aerospace Engineering

Keywords:

neural networks
model parsimony
MLP
Simulated Annealing

File:

Download Sarah_Aguasvivas_Manzano__3_.pdf

Committee Members:

Lyle N. Long, Thesis Advisor/Co-Advisor

Author:

Putcha, Venkataramana B

Title:

INTEGRATION OF NUMERICAL AND MACHINE LEARNING PROTOCOLS FOR COUPLED RESERVOIR-WELLBORE MODELS: A STUDY FOR GAS LIFT OPTIMIZATION

Graduate Program:

Energy and Mineral Engineering

Keywords:

numerical simulation
machine learning
gas lift
neural networks
petroleum
production
optimization

File:

Download Venkat_Dissertation_Final.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Eugene C Morgan, Committee Member
Kamesh Madduri, Committee Member
Sridhar Anandakrishnan, Outside Member

Author:

Hackett, Timothy Michael

Title:

Applying artificial intelligence to space communications networks: Cognitive real-time link layer adaptations through rapid orbit planning

Graduate Program:

Electrical Engineering

Keywords:

artificial neural networks
neural networks
modulation
encoding
cognitive radio
space communications
machine learning
reinforcement learning
scheduling
block scheduling
demand access scheduling
beacon tone
network simulation
coverage statistics
mean pass time
mean gap time
max gap time
mean passes per day
artificial intelligence
software-defined radio
Deep Space Network

File:

Download Hackett-Dissertation_Final.pdf

Committee Members:

Sven G Bilen, Dissertation Advisor/Co-Advisor
Sven G Bilen, Committee Chair/Co-Chair
Julio Urbina, Committee Member
Viveck Ramesh Cadambe, Committee Member
Mark P Mahon, Outside Member
Alexander M. Wyglinski, Special Member

Author:

Robinson, Matthew

Title:

Neural Networks and Self-Organizing Cellular Automata

Graduate Program:

Computer Science

Keywords:

neural networks
emergent behavior
emergence
self-organizing systems
self-organization
machine learning
cellular automata

File:

Download Robinson-Thesis-ms-final.pdf

Committee Members:

Thang N. Bui, Thesis Advisor/Co-Advisor
Thang N. Bui, Program Head/Chair
Susan Kathryn Eskin, Committee Member
Linda Marie Null, Committee Member
Sukmoon Chang, Committee Member
Jeremy Joseph Blum, Committee Member
Hyuntae Na, Committee Member
Hien Nguyen, Committee Member
Md Faisal Kabir, Committee Member

Author:

Yu, Monong

Title:

Cosmic-ray iron spectrum measured by the ISS-CREAM experiment

Graduate Program:

Physics

Keywords:

cosmic rays
direct measurements
machine learning
neural networks

File:

Download Monong_Yu_Dissertation.pdf

Committee Members:

Miguel Mostafa, Major Field Member
Douglas Cowen, Major Field Member
Stephane Coutu, Chair & Dissertation Advisor
Randy McEntaffer, Outside Unit & Field Member
Nitin Samarth, Program Head/Chair
Stephanie Wissel, Major Field Member

Author:

Sha, Congzhou

Title:

Manifold Learning in Structural Biology: Docking, Folding, and Simulation

Graduate Program:

Engineering Science and Mechanics

Keywords:

differentiable programming
machine learning
neural networks
structural biology
Lie group
statistical mechanics
molecular dynamics
RNA structure
differential geometry

File:

Download Sha_dissertation-Final.pdf

Committee Members:

Albert Segall, Program Head/Chair
Elizabeth Proctor, Major Field Member
Mehrdad Mahdavi, Outside Field Member
Nikolay Dokholyan, Chair & Dissertation Advisor
Raymond Hohl, Outside Unit Member

Author:

Felemban, Noor

Title:

Information Retrieval From Images and Videos in Mobile Networks

Graduate Program:

Computer Science and Engineering

Keywords:

mobile networks
deep learning
neural networks
image retrieval
video retrieval
cloud computing
distributed systems

File:

Download nfelemban_thesis_submission.pdf

Committee Members:

Thomas La Porta, Chair & Dissertation Advisor
Soundar Kumara, Outside Unit & Field Member
Ting He, Major Field Member
C Lee Giles, Major Field Member
Vishal Monga, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Verma, Ankur

Title:

SELECTIVE LEARNING USING RANDOMLY REDUCED DATASETS

Graduate Program:

Industrial Engineering

Keywords:

sensors
machine learning
neural networks
edge computing

File:

No files available due to restrictions.

Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair & Dissertation Advisor
Saurabh Basu, Major Field Member
Sy-Miin Chow, Outside Unit & Field Member
Necdet Aybat, Major Field Member