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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

Restricted (Penn State Only)

Author:: Fan, Foxian
Title:: Evolution of AM Surface Morphology during Centrifugal Disc Finishing
Graduate Program:: Industrial Engineering (PHD)
Keywords:: Additive Manufacturing
Centrifugal Disc Finishing
Surface Characterization
Image Processing
Machine Learning
Mass Finishing
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Committee Members:: Steven Landry, Program Head/Chair
Timothy Simpson, Major Field Member
Christopher Kube, Outside Unit & Field Member
Guhaprasanna Manogharan, Co-Chair & Dissertation Advisor
Brigid Mullany, Special Member
Robert Voigt, Co-Chair & Dissertation Advisor

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:: 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:: Login to Download
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

Open Access

Author:: Gupta, Shantanu
Title:: Predicting Driver's Takeover Decisions in a Conditionally Automated Vehicle with Gaze Based Deep Learning Architectures
Graduate Program:: Industrial Engineering (MS)
Keywords:: Conditionally Automated Vehicles
Machine Learning
Deep Learning
Situational Awareness
Takeover Performance
File:: Download Shantanu_Masters_Thesis.pdf
Committee Members:: Yiqi Zhang, Thesis Advisor/Co-Advisor
Vittaldas V Prabhu, Committee Member
Steven Landry, Program Head/Chair

Open Access

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

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