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Author:

Zheng, Yi

Title:

Stochastic Control and Stability for Queueing Networks in Random Environments

Graduate Program:

Industrial Engineering (PHD)

Keywords:

multiclass many-server queues
Halfin-Whitt (QED) regime
service interruptions
renewal arrivals
alternating renewal process
jump diffusions
discounted cost
ergodic control
asymptotic optimality
Markov modulated process
fast regime switching
exponential ergodicity
Hamilton-Jacobi-Bellman (HJB) equation
stable Markov optimal control

File:

Download Yi_Zheng_Dissertation.pdf

Committee Members:

Guodong Pang, Chair & Dissertation Advisor
Steven James Landry, Program Head/Chair
Lingzhou Xue, Outside Unit, Field & Minor Member
Paul Griffin, Major Field Member
Eunhye Song, Major Field Member

Author:

Patil, Chintan S

Title:

The Supply Chain Cash-Flow Bullwhip Effect

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Working Capital
Bullwhip Effect
Supply Chain

File:

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Committee Members:

Suvrat Dhanorkar, Outside Unit & Field Member
Hui Yang, Major Field Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Paul Griffin, Major Field Member

Author:

Ademujimi, Toyosi

Title:

Training of Bayesian Network model using Fusion-Learning and Engineering Models for Improved Fault Diagnostics

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Smart Manufacturing
Bayesian Network
Machine Learning
Fault Diagnostics
Small Dataset
Digital Twin
Structure Learning
Parameter Learning

File:

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Committee Members:

Dennis Lin, Outside Unit, Field & Minor Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Paul Griffin, Major Field Member
Daniel Finke, Major Field Member

Author:

Kim, Haedong

Title:

Data-driven Integration of Biological and In-silico Experiments for Precision Cardiology

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Computational cardiology
Data assimilation
Ion channels
Virtual reality
Behavioral modeling

File:

Download haedong_kim_dissertation.pdf

Committee Members:

Paul Griffin, Major Field Member
Keefe Manning, Outside Unit & Field Member
Ling Rothrock, Major Field Member
Hui Yang, Chair & Dissertation Advisor
Eric Bennett, Special Member
Steven Landry, Program Head/Chair

Author:

Zafarnejad, Rey

Title:

Simulation Modeling to Inform Public Health Policy and Prevention

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Public Health
Healthcare Engineering
Agent-based Modeling
Compartmental Modeling
Big Data Analysis
Cost-effectiveness Analysis
Simulation Optimization
COVID-19
Chronic Kidney Disease (CKD)
Opioid Use Disorder (OUD)

File:

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Committee Members:

Steven Landry, Program Head/Chair
Paul Griffin, Chair & Dissertation Advisor
David Vanness, Outside Unit & Field Member
Steven Landry, Major Field Member
Qiushi Chen, Major Field Member

Author:

Krall, Alexander

Title:

Tempering Anomalies and Vulnerabilities in Complex Systems: Security, Privacy, and Quality Studies

Graduate Program:

Industrial Engineering (PHD)

Keywords:

distributed cryptosystem
virtual sensor network
mosaic privacy

File:

Download Krall_Dissertation_03_14_2023.pdf

Committee Members:

Paul Griffin, Major Field Member
Simon Miller, Outside Field Member
Allison Beese, Outside Unit Member
Hui Yang, Co-Chair & Dissertation Advisor
Daniel Finke, Co-Chair & Dissertation Advisor
Steven Landry, Program Head/Chair

Author:

Newton, Rob

Title:

Improving Equity in Decision Support Systems

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Industrial Engineering
Operations Research
Equity
Decision Support Systems
Opioid Settlement
Facility Location
Deep Neural Network
Human Capital

File:

Download Newton_Dissertation.pdf

Committee Members:

Steven Landry, Program Head/Chair
Jose Ventura, Major Field Member
Soundar Kumara, Major Field Member
Paul Griffin, Chair & Dissertation Advisor
Terry Harrison, Outside Unit & Field Member

Author:

Liu, Meng

Title:

Leveraging Machine Learning for Analyzing Individual and Aggregate-Level Healthcare Data

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Machine Learning
Healthcare
data analtics

File:

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Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair, Minor Member & Dissertation Advisor
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit & Field Member
Swaminathan P. Iyer, Special Member
Qiushi Chen, Major Field Member
Kartik Ramakrishna, Special Member

Author:

Gonzalez-Vargas, Jessica

Title:

Validating the Utility of Online Learning and Non-Immersive Virtual Reality on Central Venous Catheterization Education

Graduate Program:

Industrial Engineering (PHD)

Keywords:

medical education
central venous catheterization
online training
virtual reality
surgical education
complications
medical training
non-immersive virtual reality

File:

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Committee Members:

Steven Landry, Program Head/Chair
Paul Griffin, Major Field Member
Jason Moore, Outside Unit & Field Member
Scarlett Miller, Chair & Dissertation Advisor
Hui Yang, Major Field Member
Elizabeth Sinz, Special Member

Author:

Reimao Maggi Nicolosi Rocha, Gabriel

Title:

Fourier Approximations of Optimal Control Surfaces and Their Applications

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Optimal Control
Numerical Optimal Control
Fourier Approximation
Evolutionary Games
Odd-Circulant Games
Learning
Direct Methods in Optimal Control
Fourier Neural Network
Augmented Lagrangian
Optimal Control Surfaces
Stochastic Bass Equation
Skew-Symmetric Evolutionary Games
Global Collocation

File:

Download Gabriel_Nicolosi_-_PhD_Dissertation.pdf

Committee Members:

Steven Landry, Program Head/Chair
Christopher Griffin, Co-Chair & Dissertation Advisor
Constantino Lagoa, Outside Unit, Field & Minor Member
Terry Friesz, Co-Chair & Dissertation Advisor
Brian Swenson, Special Member
Paul Griffin, Major Field Member