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Restricted (Penn State Only)

Author:: Patil, Chintan S
Title:: The Supply Chain Cash-Flow Bullwhip Effect
Graduate Program:: Industrial Engineering (PHD)
Keywords:: Working Capital
Bullwhip Effect
Supply Chain
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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

Restricted (Penn State Only)

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
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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

Open Access

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

Restricted (Penn State Only)

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)
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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

Open Access

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

Open Access

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

Restricted (Penn State Only)

Author:: Alsanousi, Mowffq
Title:: MODELING INFRASTRUCTURE MAINTENANCE SERVICE CONTRACTS WITH APPLICATIONS TO OIL REFINERIES
Graduate Program:: Industrial Engineering (MS)
Keywords:: maintenance
shutdowns
refineries
deterministic
integer programming
optimize
procurement
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Committee Members:: Steven Landry, Program Head/Chair
Vittaldas V Prabhu, Thesis Advisor/Co-Advisor
Paul Griffin, Committee Member

Restricted (Penn State Only)

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
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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

Restricted (Penn State Only)

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:: Login to Download
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

Open Access

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

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