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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:

Roh, Byeong Min

Title:

A V-Model Framework to Support Qualification of Metal Additive Manufacturing Parts Made with Laser Powder Bed Fusion

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

V-ModelOntology
Sensors
V-Model
Quality Assurance
Metal Additive Manufacturing
Ontology
Data-Driven Modeling
In-Situ Monitoring
Sensor Selection
Printable Zone
Ontology-Driven Physics-Informed Neural Network
Monitoring and Quality Networks
Complex Systems

File:

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Committee Members:

Daniel Connell Haworth, Program Head/Chair
Soundar Kumara, Outside Unit & Field Member
Timothy Simpson, Chair & Dissertation Advisor
Allison Beese, Major Field Member
Guhaprasanna Manogharan, Major Field Member
Paul Witherell, 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:

Kelly, Colin

Title:

NONUNIFORM APERTURE SAMPLING AND CENTER FREQUENCY RANDOMIZATION FOR 3-DIMENSIONAL RADAR IMAGING WITH SPARSE APERTURES

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Synthetic Aperture Radar
3-D Radar Imaging
Sparse Apertures
Recursive Sidelobe Minimization
RSM-ACF
RSM
Ultra-Wideband Radar
Grating Lobe Suppression
Sidelobe Suppression

File:

Download Kelly-Dissertation.pdf

Committee Members:

Sven Bilén, Major Field Member
Ram Narayanan, Chair & Dissertation Advisor
Brian Phelan, Special Member
Mehdi Kiani, Major Field Member
Traian Dogaru, Special Member
Soundar Kumara, Outside Unit & Field Member
Madhavan Swaminathan, Program Head/Chair

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

Author:

Idriss, Zacharie

Title:

Statistical and Computational Electromagnetic Approaches for the Feature Extraction of Buried Targets in Ground Penetrating Radar Imaging

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Radar
Radar Imaging
Ground Penetrating Radar
Computational Electromagnetics
Feature Extraction
Waveform Design
Mutual Information
Matched Illumination
Compound Gaussian

File:

Download PhD_Disseration_Rev.pdf

Committee Members:

Soundar Kumara, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Tim Kane, Major Field Member
Raghu Raj, Special Member
Jesse Barlow, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Gomez Sanchez, Michael Josue

Title:

Resilience, Vulnerability, and Fragility of the United States Supply Chains

Graduate Program:

Civil Engineering (PHD)

Keywords:

Resilience
Supply chain
Food systems
Network cascade model
Input-Output model
Food security

File:

Download Dissertation_MichaelGomez_FINAL3.pdf

Committee Members:

Soundar Kumara, Outside Field Member
James Shortle, Outside Unit Member
Alfonso Mejia, Chair & Dissertation Advisor
Caitlin Grady, Major Field Member
Patrick Fox, Program Head/Chair

Author:

Zhu, Rui

Title:

Data-driven Modeling, Analysis, and Optimization of Sensor-integrated Complex Systems - Healthcare and Virtual Reality Applications

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Data-driven modeling
Sensor-integrated complex systems
Healthcare
Virtual Reality
Cardiovascular systems
Engineering problem solving

File:

Download RuiZhu_Dissertation.pdf

Committee Members:

Soundar Kumara, Major Field Member
Eunhye Song, Major Field Member
Hui Yang, Chair & Dissertation Advisor
Prasenjit Mitra, Outside Unit & Field Member
Steven Landry, Program Head/Chair
Faisal Aqlan, Special Member