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Start Over Graduate Program Mechanical Engineering Committee Member Asok Ray Keyword Autonomous Systems

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. Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory

open_access
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