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Start Over Graduate Program Industrial Engineering Committee Member Hui Yang Committee Member Soundar Kumara

1. Dynamic Network Modeling and Analysis of Large-scale Internet of Things with Manufacturing and Healthcare Applications

open_access
Open Access
Author:
Kan, Chen
Title:
Dynamic Network Modeling and Analysis of Large-scale Internet of Things with Manufacturing and Healthcare Applications
Graduate Program:
Industrial Engineering
Keywords:
Internet of Things
Process monitoring
Dynamic network
Cardiovascular diseases
Parallel computing
Control chart
Statistical process control
ultraprecision machining
Medical automation
Smart and connected health
File:
Download Dissertation_ChenKan_20180105.pdf
Committee Members:
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Jingjing Li, Committee Member
Lin Lin, Outside Member

2. Physical-Statistical Modeling and Optimization of Complex Systems - Healthcare and Manufacturing Applications

open_access
Open Access
Author:
Yao, Bing
Title:
Physical-Statistical Modeling and Optimization of Complex Systems - Healthcare and Manufacturing Applications
Graduate Program:
Industrial Engineering
Keywords:
Physical-statistical modeling and optimization
Spatiotemporal regularization
Sequential decision making
Energy-efficient mobile sensing
Multifractal analysis
Quality control
Additive Manufacturing
Inverse ECG modeling
File:
Download BingYao_dissertation.pdf
Committee Members:
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Eunhye Song, Committee Member
Xingyuan Fang, Outside Member
Soraya M Samii, Special Member

4. markov decision-making process for risk reduction strategies in breast cancer

open_access
Open Access
Author:
Qiu, Zihang
Title:
markov decision-making process for risk reduction strategies in breast cancer
Graduate Program:
Industrial Engineering
Keywords:
Markov Chain
Markov Decision Making Process
Breast Cancer
Hierarchical Gaussian Process
Missing Data Imputation
Treatment Policy
Transition Probability
File:
Download Zihang_Qiu-Thesis45.pdf
Committee Members:
Hui Yang, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Soundar Kumara, Committee Member
Lingzhou Xue, Committee Member

5. Data-driven learning and modeling of carbon fiber reinforced polymer composites

open_access
Open Access
Author:
Pei, Shenli
Title:
Data-driven learning and modeling of carbon fiber reinforced polymer composites
Graduate Program:
Industrial Engineering
Keywords:
Carbon Fiber Reinforced Polymer Composite
micro X-ray Computed Tomography
microstructure informatics
mechanical property
File:
Download Dissertaion_SP_Final_2020_Summer.pdf
Committee Members:
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Timothy W. Simpson, Outside Member
Danielle Zeng, Special Member
Jingjing Li, Committee Chair/Co-Chair
Jingjing Li, Dissertation Advisor/Co-Advisor
Steven James Landry, Program Head/Chair