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Start Over Graduate Program Mechanical Engineering Year 2020 Committee Member Asok Ray

1. 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

2. Probabilistic Machine Learning for Advanced Engineering Design Optimization and Diagnostics

open_access
Open Access
Author:
Mondal, Sudeepta
Title:
Probabilistic Machine Learning for Advanced Engineering Design Optimization and Diagnostics
Graduate Program:
Mechanical Engineering
Keywords:
Machine learning
Combustion
Additive Manufacturing
Multi-Fidelity Modeling
Anomaly Detection
File:
Download PhD_Dissertation_Sudeepta.pdf
Committee Members:
Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Amrita Basak, Committee Chair/Co-Chair
Christopher D. Rahn, Committee Member
Achintya Mukhopadhyay, Special Member
Shashi Phoha, Outside Member
Daniel Connell Haworth, Program Head/Chair
Amrita Basak, Dissertation Advisor/Co-Advisor
Daniel Connell Haworth, Committee Member