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Start Over Year 2021 Committee Member Minghui Zhu Keyword Deep Learning

1. Acoustic Analysis and Detection of the Effects of Vapor-Liquid Interfacial Morphology on Pool-Boiling Heat Transfer for Different Materials

open_access
Open Access
Author:
Almadih, Mustafa
Title:
Acoustic Analysis and Detection of the Effects of Vapor-Liquid Interfacial Morphology on Pool-Boiling Heat Transfer for Different Materials
Graduate Program:
Mechanical Engineering (PHD)
Keywords:
Pool Boiling
Acoustic Analysis
Digital Signal Processing Tools
Boiling Regimes Identification
Deep Learning
File:
Download Mustafa_almadih-Dissertation.pdf
Committee Members:
Minghui Zhu, Outside Unit & Field Member
Fan-Bill Cheung, Chair & Dissertation Advisor
Stephen M. Bajorek, Special Member
Christopher Rahn, Major Field Member
Daniel Cortes Correales, Major Field Member
Daniel Connell Haworth, Program Head/Chair

2. Investigation of Deep Neural Networks From Control and Optimization Perspectives

open_access
Open Access
Author:
Saab, Samer
Title:
Investigation of Deep Neural Networks From Control and Optimization Perspectives
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Deep Learning
Neural Networks
Optimization
Control Theory
First-order Gradient Descent
Heavy-ball Optimizer
Recurrent Neural Networks
State-space Representations
File:
Download SamerSaabJr_Dissertation.pdf
Committee Members:
Minghui Zhu, Co-Chair & Dissertation Advisor
Shashi Phoha, Co-Chair of Committee
Puneet Singla, Outside Unit & Field Member
Nilanjan Ray Chaudhuri, Major Field Member
Asok Ray, Major Field Member & Dissertation Advisor
Kultegin Aydin, Program Head/Chair