Search

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

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

Author:

Liu, Runsang

Title:

Self-organizing network modelling of 3D objects

Graduate Program:

Industrial Engineering

Keywords:

Computer-aided design
Shape matching
Network modelling
object recognition

File:

Download Thesis.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Soundar Kumara, Committee Member
Robert Carl Voigt, Program Head/Chair
Lingzhou Xue, Committee Member

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

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

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:

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:

Login to Download

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:

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:

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