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Author:

Meyers, Adam

Title:

Stochastic and Dynamic Network Analytics

Graduate Program:

Industrial Engineering (PHD)

Keywords:

dynamical networks
resilience engineering
nonlinear time series analysis
quality control

File:

Download Meyers_Dissertation_Final_v2.pdf

Committee Members:

Soundar Kumara, Major Field Member
Hui Yang, Chair & Dissertation Advisor
Reka Albert, Outside Unit & Field Member
Steven Landry, Program Head/Chair
Jing Yang, Outside Field Member

Author:

Hoffman, Michael L

Title:

Online Maintenance Prioritization via Monte Carlo Tree Search and Case-based Reasoning in Complex Manufacturing Systems

Graduate Program:

Industrial Engineering (PHD)

Keywords:

maintenance optimization
condition-based maintenance
case-based reasoning
optimization via simulation
discrete event simulation
predictive maintenance
monte carlo tree search
artificial intelligence

File:

Download hoffman_dissertation.pdf

Committee Members:

Soundar Kumara, Co-Chair, Major Member & Dissertation Advisor
Russell Barton, Outside Unit & Field Member
Daniel Finke, Major Field Member
Michael Brundage, Special Member
Steven Landry, Program Head/Chair
Eunhye Song, Co-Chair & Dissertation Advisor

Author:

Alotaik, Osama

Title:

Equitable Food Distribution - Modeling and Analysis of Food Banks Supply Chains Using Machine Learning and Recurrent Optimization-basedSimulation

Graduate Program:

Industrial Engineering (PHD)

Keywords:

food banks
supply chains
machine learning
simulation
food assistance
equitable distribution

File:

Download Osama_final_thesis.pdf

Committee Members:

Soundar Kumara, Chair & Dissertation Advisor
Eunhye Song, Major Field Member
Saurabh Basu, Major Field Member
Edward Jaenicke, Outside Unit & Field Member
Steven Landry, Program Head/Chair

Author:

Almasad, Abdullah

Title:

Sustainable Planet: Site Suitability Analysis for Solar Photovoltaic Power Plants Using Fuzzy MCDM and Network Science Based Approaches

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Geographical Information System
Multi-Criteria Decision Making
Fuzzy Analytical Hierarchy Process
Site Suitability Analysis
Graph Theory

File:

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Committee Members:

Soundar Kumara, Chair & Dissertation Advisor
Saurabh Basu, Major Field Member
Hui Yang, Major Field Member
Greg Pavlak, Outside Unit & Field Member
Thamer Alquthami, Special Member
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:

Kumar, Vishnu

Title:

Supply Chain Resilience through Small and Medium-Sized Enterprises (SMEs): Representation, Partnership Prediction, and Standardization using Graph Databases

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Supply Chain
Graph Database
Knowledge Graph
Machine Learning
Link Prediction
RDF
Manufacturing
BioPharma

File:

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Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair & Dissertation Advisor
Timothy Simpson, Outside Field Member
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit Member
Vijay Srinivasan, Special Member

Author:

Peck, William

Title:

Network Considerations for a Cloud Manufacturing Marketplace

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Industry 4.0
Cloud Manufacturing
Computer Vision
KAZE Descriptors
Discrete-Event Simulation
Tukey's Honestly Significant Difference

File:

Download Dissertation_Document_WJP_11022023_Final_Submission.pdf

Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Co-Chair & Dissertation Advisor
Saurabh Basu, Major Field Member
Simon Miller, Outside Field Member
Russell Barton, Outside Unit Member
Daniel Finke, Co-Chair & Dissertation Advisor

Author:

Dighe, Snehal Machhindra

Title:

Statistical and Deep Learning Time Series Forecasting for Inventory Optimization of Agricultural Products

Graduate Program:

Industrial Engineering (MS)

Keywords:

Time Series Forecasting
Demand Forecasting
SARIMA
MLP
LSTM
Inventory Optimization
Newsvendor Model
Exploratory Data Analysis
User Interface
Seasonality Study

File:

Download Thesis_MSIE_Snehal_Machhindra_Dighe.pdf

Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Thesis Advisor/Co-Advisor
Kamesh Madduri, Committee Member
Paul Griffin, Thesis Advisor/Co-Advisor

Author:

Chen, Ruimin

Title:

Data-driven Service Optimization and Quality Management in Cyber-physical Manufacturing Systems

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Additive Manufacturing
Quality Management
Machine Learning
Service Optimization

File:

Download Ruimin_Dissertation_FINAL_0730.pdf

Committee Members:

Edward Reutzel, Outside Unit & Field Member
Soundar Kumara, Major Field Member
Timothy Simpson, Major Field Member
Hui Yang, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Yan Lu, Special Member