Search

Start Over Committee Member Kultegin Aydin Keyword Neural Networks

2. Nonlinear Yaw Control of a Compound Helicopter

open_access
Open Access
Author:
Iyer, Venkatakrishnan
Title:
Nonlinear Yaw Control of a Compound Helicopter
Graduate Program:
Electrical Engineering
Keywords:
Dynamic Inversion
Helicopter Modeling
Automatic Flight Control System
Adaptive Control
Vectored Thrust Ducted propeller
Compound Helicopter
Pseudo Control Hedging
Feedback Linearization Using Neural Networks
Neural Networks
Feedback Linearization
File:
Download Nonlinear_Yaw_Control_of_a_Compound_Helicopter.pdf
Committee Members:
Minghui Zhu, Thesis Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Member
Eric Norman Johnson, Thesis Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair

3. Design and Nanofabrication of Active and Multilayer Metaphotonic Devices

open_access
Open Access
Author:
Duan, Yao
Title:
Design and Nanofabrication of Active and Multilayer Metaphotonic Devices
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Metaphotonics
Anti-Parity-Time Symmetry
Moiré Metasurfaces
Achromatic Metalens
Neural Networks
Integrated Metasurfaces
File:
Download Dissertation_Yao_Final_corrected.pdf
Committee Members:
Zhiwen Liu, Major Field Member
Mikael Rechtsman, Minor Field Member
Xin Ning, Outside Unit & Field Member
Xingjie Ni, Chair & Dissertation Advisor
Noel Giebink, Major Field Member
Kultegin Aydin, Program Head/Chair

4. Defect Identification in Dielectric and Composite Materials Using Noise-Based Microwave Nondestructive Testing Techniques

open_access
Open Access
Author:
Navagato, Marc Dominic
Title:
Defect Identification in Dielectric and Composite Materials Using Noise-Based Microwave Nondestructive Testing Techniques
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Nondestructive Testing
Microwave Testing
Neural Networks
Dimensionality Reduction
Noise Radar
Noise Waveforms
Microwave Nondestructive Testing
Stacked Autoencoders
Anomaly Detection
File:
Download PhD_Dissertation_Navagato.pdf
Committee Members:
Michael Lanagan, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
David Jenkins, Major Field Member
Kultegin Aydin, Program Head/Chair

5. 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