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Start Over Graduate Program Mechanical Engineering Keyword Machine Learning

1. Learning and Decision Optimization in Data-Driven Autonomous Systems

open_access
Open Access
Author:
Jha, Devesh Kumar
Title:
Learning and Decision Optimization in Data-Driven Autonomous Systems
Graduate Program:
Mechanical Engineering
Keywords:
Autonomous Systems
Machine Learning
Markov Modeling
Combustion Instability
Decision Making
Motion Planning
File:
Download Devesh-Dissertation.pdf
Committee Members:
Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Christopher Rahn, Committee Member
Thomas Wettergren, Committee Member
Minghui Zhu, Outside Member
Jan Severin Reimann, Outside Member
Abhishek Srivastav, Special Member

2. ONLINE DISCONTINUITY DETECTION IN METALLIC POWDER BED FUSION ADDITIVE MANUFACTURING PROCESSES USING VISUAL INSPECTION SENSORS AND SUPERVISED MACHINE LEARNING

open_access
Open Access
Author:
Gobert, Christian J
Title:
ONLINE DISCONTINUITY DETECTION IN METALLIC POWDER BED FUSION ADDITIVE MANUFACTURING PROCESSES USING VISUAL INSPECTION SENSORS AND SUPERVISED MACHINE LEARNING
Graduate Program:
Mechanical Engineering
Keywords:
Additive Manufacturing
Machine Learning
Powder Bed Fusion
Flaw Detection
Image Processing
File:
Download Gobert_Thesis-2017.pdf
Committee Members:
Asok Ray, Thesis Advisor/Co-Advisor
Shashi Phoha, Committee Member
Edward Reutzel, Committee Member
Guha Manogharan, Committee Member
Jan Petrich, Committee Member

3. Machining Behavior and Material Properties in Additive Manufacturing of Ti-6Al-4V Parts

open_access
Open Access
Author:
Gong, Xi
Title:
Machining Behavior and Material Properties in Additive Manufacturing of Ti-6Al-4V Parts
Graduate Program:
Mechanical Engineering
Keywords:
Additive Manufacturing
Ti-6Al-4V
PSP Linkages
Machine Learning
Microstructure
File:
Download Xi_Gong_Dissertation_Draft_0707v2.pdf
Committee Members:
Guhaprasanna Manogharan, Dissertation Advisor/Co-Advisor
Guhaprasanna Manogharan, Committee Chair/Co-Chair
Edward Demeter, Committee Member
Eric Russell Marsh, Committee Member
Saurabh Basu, Outside Member
Daniel Connell Haworth, Program Head/Chair

4. Characterizing Implicit Cognitive Process in Engineering Design Across Contexts using Machine Learning Methods

open_access
Open Access
Author:
Malviya, Manoj
Title:
Characterizing Implicit Cognitive Process in Engineering Design Across Contexts using Machine Learning Methods
Graduate Program:
Mechanical Engineering
Keywords:
Engineering
Design
Machine Learning
Education
Design Thinking
File:
Download MANOJ_THESIS_FINAL_.pdf
Committee Members:
Catherine G P Berdanier, Thesis Advisor/Co-Advisor
Christopher Carson Mccomb, Committee Member
Daniel Connell Haworth, Program Head/Chair