eTD Explore

Open Access

Author:: Fu, Yiwei
Title:: Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory
Graduate Program:: Mechanical Engineering
Keywords:: Artificial Intelligence
Deep Learning
Robotics
Representation Learning
Autonomous Systems
Time Series
File:: Download YiweiFu-Dissertation.pdf
Committee Members:: Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Bo Cheng, Committee Member
Minghui Zhu, Outside Member
Shashi Phoha, Outside Member
Thomas Wettergren, Special Member
Daniel Connell Haworth, Program Head/Chair

Open Access

Author:: Steinkruger, Dylan
Title:: An Artificially Intelligent System for the Automated Issuance of Tornado Warnings in Simulated Convective Storms
Graduate Program:: Meteorology
Keywords:: Convective Storms
Tornadoes
Prediction
Artificial Intelligence
Machine Learning
File:: Download SteinkrugerThesisFinal.pdf
Committee Members:: Paul Markowski, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor
David Jonathan Stensrud, Committee Member
David Jonathan Stensrud, Program Head/Chair

Open Access

Author:: Bandyopadhyay, Saptarashmi
Title:: Vessel Analysis in Narrow Band Imaging Bronchoscopic Video
Graduate Program:: Computer Science and Engineering
Keywords:: Narrow Band Imaging
Bronchoscopy
Vessel Enhancement
Vessel Segmentation
Artificial Intelligence
Lung Cancer Detection
File:: Download Saptarashmi2020-MS.pdf
Committee Members:: William Evan Higgins, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Imani, Farhad
Title:: Sensor-based Modeling and Analysis of Advanced Manufacturing Systems for Quality Improvements
Graduate Program:: Industrial Engineering
Keywords:: Additive Manufacturing
Artificial Intelligence
Smart Manufacturing
Machine Learning
Process Monitoring and Control
Quality Control
File:: Download Dissertation_Final_Farhad_Imani.pdf
Committee Members:: Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Timothy W. Simpson, Committee Member
Saurabh Basu, Committee Member
Edward William Reutzel, Outside Member
Steven James Landry, Program Head/Chair

Search