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Author:

Cherukuri, Venkateswara Rao

Title:

Domain Enriched Learning for Brain Image Analysis

Graduate Program:

Electrical Engineering

Keywords:

Brain Imaging
MRI
CT
Machine Learning
Deep Learning
Priors

File:

Download venkat_thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Member
Nanyin Zhang, Committee Member
Jesse Louis Barlow, Outside Member
Steven Schiff, Dissertation Advisor/Co-Advisor
Steven Schiff, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Author:

Morgan, Steven

Title:

Rights Talk at the Intersection of Religious Conservatism and US Politics

Graduate Program:

Political Science

Keywords:

Religion and Politics
Text as Data
Machine Learning
Political Communication

File:

Download Morgan_Dissertation_Final_3-3-20.pdf

Committee Members:

Michael J Nelson, Dissertation Advisor/Co-Advisor
Michael J Nelson, Committee Chair/Co-Chair
Eric Plutzer, Committee Member
Burt Monroe, III, Committee Member
Roger Finke, Outside Member
Glenn Hunter Palmer, Program Head/Chair

Author:

Sengul, Mert Yigit

Title:

ATOMISTIC LEVEL INVESTIGATION OF DISSOLUTION, PRECIPITATION AND SURFACE DIFFUSION DYNAMICS AT THE AQUEOUS INTERFACES USING REAXFF AND APPLICATION OF DEEP LEARNING TO FORCE FIELD PARAMETERIZATION

Graduate Program:

Materials Science and Engineering

Keywords:

Cold Sintering Process
ReaxFF
Aqueous Interfaces
Deep Learning
Machine Learning
Molecular Dynamics
Surface Diffusion
Langmuir Model

File:

Download Sengul_MY_Dissertation_MatSE.pdf

Committee Members:

Clive A Randall, Dissertation Advisor/Co-Advisor
Clive A. Randall, Committee Chair/Co-Chair
Adrianus C Van Duin, Committee Chair/Co-Chair
Ismaila Dabo, Committee Member
Enrique Daniel Gomez, Outside Member
Adrianus C Van Duin, Dissertation Advisor/Co-Advisor
John C Mauro, Program Head/Chair

Author:

Zhao, Junqi

Title:

Towards a Proactive Real-Time Data-Driven Musculoskeletal Disorders Prevention Approach in Construction

Graduate Program:

Architectural Engineering

Keywords:

Construction Safety Management
Proactive Injury Prevention
Wearable Sensing
Machine Learning
Deep Learning
Ergonomics
Construction Safety Management
Injury Prevention
Wearable Sensing
Machine Learning
Deep Learning
Ergonomics

File:

Download Ph.D._Dissertation__Junqi_Zhao_.pdf

Committee Members:

Esther Adhiambo Obonyo, Dissertation Advisor/Co-Advisor
Esther Adhiambo Obonyo, Committee Chair/Co-Chair
Somayeh Asadi, Committee Member
Sven G Bilen, Committee Member
Andris Freivalds, Outside Member
Sez Atamturktur, Program Head/Chair

Author:

O'Connor, Philip

Title:

Machine Learning For Electromagnetic Metamaterial Design

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Electromagnetics
Metamaterials
Neural Networks

File:

Download OConnor_Masters_Thesis_Final.pdf

Committee Members:

Douglas Henry Werner, Thesis Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair
Pingjuan Li Werner, Committee Member

Author:

Steinkruger, Dylan

Title:

An Artificially Intelligent System for the Automated Issuance of Tornado Warnings in Simulated Convective Storms

Graduate Program:

Meteorology

Keywords:

Convective Storms
Tornadoes
Prediction
Artificial Intelligence
Machine Learning

File:

Download SteinkrugerThesisFinal.pdf

Committee Members:

Paul Markowski, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor
David Jonathan Stensrud, Committee Member
David Jonathan Stensrud, Program Head/Chair

Author:

Eden, Grant

Title:

Using a UAV and Edge Computing to Identify and Throw Away Trash

Graduate Program:

Computer Science and Engineering

Keywords:

UAV
Edge Computing
Drone
TPU
Machine Learning

File:

Download ThesisGrantEden.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Program Head/Chair

Author:

Gong, Xi

Title:

Machining Behavior and Material Properties in Additive Manufacturing of Ti-6Al-4V Parts

Graduate Program:

Mechanical Engineering

Keywords:

Additive Manufacturing
Ti-6Al-4V
PSP Linkages
Machine Learning
Microstructure

File:

Download Xi_Gong_Dissertation_Draft_0707v2.pdf

Committee Members:

Guhaprasanna Manogharan, Dissertation Advisor/Co-Advisor
Guhaprasanna Manogharan, Committee Chair/Co-Chair
Edward Demeter, Committee Member
Eric Russell Marsh, Committee Member
Saurabh Basu, Outside Member
Daniel Connell Haworth, Program Head/Chair

Author:

Imani, Farhad

Title:

Sensor-based Modeling and Analysis of Advanced Manufacturing Systems for Quality Improvements

Graduate Program:

Industrial Engineering

Keywords:

Additive Manufacturing
Artificial Intelligence
Smart Manufacturing
Machine Learning
Process Monitoring and Control
Quality Control

File:

Download Dissertation_Final_Farhad_Imani.pdf

Committee Members:

Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Timothy W. Simpson, Committee Member
Saurabh Basu, Committee Member
Edward William Reutzel, Outside Member
Steven James Landry, Program Head/Chair

Author:

Malviya, Manoj

Title:

Characterizing Implicit Cognitive Process in Engineering Design Across Contexts using Machine Learning Methods

Graduate Program:

Mechanical Engineering

Keywords:

Engineering
Design
Machine Learning
Education
Design Thinking

File:

Download MANOJ_THESIS_FINAL_.pdf

Committee Members:

Catherine G P Berdanier, Thesis Advisor/Co-Advisor
Christopher Carson Mccomb, Committee Member
Daniel Connell Haworth, Program Head/Chair

Author:

Albohn, Daniel

Title:

Computationally Predicting Human Impressions of Neutral Faces

Graduate Program:

Psychology

Keywords:

Neutral Faces
Impression Formation
Machine Learning
Facial Expressions
Emotion Expressions

File:

Login to Download

Committee Members:

Reginald Adams, Jr., Dissertation Advisor/Co-Advisor
Reginald Adams, Jr., Committee Chair/Co-Chair
Jose Angel Soto, Committee Member
Christopher Daryl Cameron, Committee Member
James Z Wang, Outside Member
Kristin Ann Buss, Program Head/Chair

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

Author:

Tang, Xianfeng

Title:

Beyond Accurate Graph Neural Networks

Graduate Program:

Information Sciences and Technology

Keywords:

Machine Learning
Data Mining
Graph Data
Graph Neural Networks
Adversarial Attack
Robustness
Fairness
Explainable Machine Learning
Deep Learning

File:

Download Final_Dissertation_Beyond_Accurate_Graph_Neural_Networks.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
Suhang Wang, Committee Chair/Co-Chair
Xiang Zhang, Committee Member
Wang-Chien Lee, Outside Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Dissertation Advisor/Co-Advisor

Author:

Xin, Yanan

Title:

Mobility-Based Anomaly Detection

Graduate Program:

Geography

Keywords:

Mobility Analysis
Anomaly Detection
Spatial Data Mining
Deep Learning
Machine Learning

File:

Download Doctoral_Dissertation_Xin.pdf

Committee Members:

Alan M Mac Eachren, Dissertation Advisor/Co-Advisor
Alan M Mac Eachren, Committee Chair/Co-Chair
Manzhu Yu, Committee Member
Justine Blanford, Committee Member
Xiaolong (Luke) Zhang, Outside Member
Cynthia Ann Brewer, Program Head/Chair

Author:

Mojahed Yazdi, Reza

Title:

A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING

Graduate Program:

Industrial Engineering

Keywords:

Deep Learning
Wavelet Analysis
Process Monitoring
Texture Analysis
Additive Manufacturing
Laser Powder Bed Fusion
Data Analysis
Machine Learning

File:

Download Reza_Mojahed_Yazdi_Master_Thesis.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Steven James Landry, Program Head/Chair
Soundar Rajan Tirupatikumara, Committee Member
Clyde Lee Giles, Committee Member

Author:

O'Brien, John

Title:

Study of Process-Structure-Property Relationships in Stainless Steel 316L Made by Powder Bed Fusion

Graduate Program:

Additive Manufacturing and Design

Keywords:

Additive Manufacturing
316L
3D Printing
L-PBF
Machine Learning
Statistics
Process control

File:

Download OBrien-Thesis-Final.pdf

Committee Members:

Allison Michelle Beese, Thesis Advisor/Co-Advisor
Timothy W. Simpson, Thesis Advisor/Co-Advisor
Guhaprasanna Manogharan, Committee Member
Timothy W. Simpson, Program Head/Chair

Author:

Zhang, Jiasheng

Title:

Modeling and Influencing Online User Behavior with Machine Learning

Graduate Program:

Information Sciences and Technology

Keywords:

Online User Behavior
Modeling and Influencing
Machine Learning

File:

Download thesis.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
Dongwon Lee, Committee Chair/Co-Chair
Zhenhui Li, Committee Member
Xiang Zhang, Committee Member
David Jonathan Miller, Outside Member
Mary Beth Rosson, Program Head/Chair

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

Author:

Wijeyakulasuriya, Dhanushi

Title:

Modern Algorithm-based approaches for Modeling Animal Movement

Graduate Program:

Statistics

Keywords:

Animal Movement
Machine Learning
Extreme Value Theory
Spatial Extremes
First Arrival
Spatial Statistics

File:

Download Final_Submission_Aug2020.pdf

Committee Members:

Ephraim Mont Hanks, Dissertation Advisor/Co-Advisor
Ephraim Mont Hanks, Committee Chair/Co-Chair
Le Bao, Committee Member
Benjamin Shaby, Committee Chair/Co-Chair
Francesco Costanzo, Outside Member
Benjamin Shaby, Dissertation Advisor/Co-Advisor
Ephraim Mont Hanks, Program Head/Chair

Author:

Jenkins, Porter

Title:

Towards Sample Efficiency in Deep Learning

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Machine Learning
Bayesian
Representation Learning

File:

Download Final_Defense__Towards_Statistical_Efficiency_in_Deep_Learning.pdf

Committee Members:

Jessie Li, Dissertation Advisor/Co-Advisor
Jessie Li, Committee Chair/Co-Chair
Suhang Wang, Committee Member
Zihan Zhou, Committee Member
Ephraim Mont Hanks, Outside Member
Vasant Gajanan Honavar, Program Head/Chair