Search

Author:

O'Connor, Philip

Title:

Machine Learning For Electromagnetic Metamaterial Design

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Electromagnetics
Metamaterials
Neural Networks

File:

Download OConnor_Masters_Thesis_Final.pdf

Committee Members:

Douglas Henry Werner, Thesis Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair
Pingjuan Li Werner, Committee Member

Author:

Schranghamer, Thomas

Title:

Multi-bit Graphene Memristive Synapses for High Precision Neuromorphic Computing

Graduate Program:

Engineering Science and Mechanics

Keywords:

RRAM
Memristor
Graphene
Neuromorphic Computing
Neural Networks
VMM
Artificial Synapse

File:

Download Thesis_Manuscript.pdf

Committee Members:

Saptarshi Das, Thesis Advisor/Co-Advisor
Judith Todd Copley, Program Head/Chair
Michael T Lanagan, Committee Member
Mark William Horn, Committee Member

Author:

Chandran, Makesh Tarun

Title:

Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Neural Networks
ReRAM
Processing-in-memory
Transformer
BERT
LSTM
CNN
Systolic

File:

Download Makesh_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

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

Author:

Young, Matthew

Title:

Topics in Learning and Information Dynamics in Game Theory

Graduate Program:

Mathematics

Keywords:

Game Theory
Learning
Agent Based Models
Neural Networks
Game Theory
Learning
Agent Based Models
Neural Networks

File:

Download Young_Dissertation_Final_Submission.pdf

Committee Members:

Andrew Leonard Belmonte, Dissertation Advisor/Co-Advisor
Andrew Leonard Belmonte, Committee Chair/Co-Chair
Christopher H Griffin, Committee Member
Jan S Reimann, Committee Member
Syed Nageeb Ali, Outside Member
Sergei Tabachnikov, Committee Member
Alexei Novikov, Program Head/Chair

Author:

Geer, Connor

Title:

Anomaly Detection of Test-Time Evasion Attacks in the Audio Domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Adversarial Machine Learning
Neural Networks
Audio
Anomaly Detection

File:

Download thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
George Kesidis, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Syed Rafiul Hussain, Committee Member

Author:

Werkheiser, Nathan

Title:

Backpropagation Analysis of Swirling Isothermal Dump Combustor Data

Graduate Program:

Mechanical Engineering (MS)

Keywords:

Neural Networks
Backpropagation
fluid flow
CFD
Swirling Flow
Activation Functions

File:

Download Thesis_Werkheiser_2022.pdf

Committee Members:

Rick Ciocci, Professor in Charge/Director of Graduate Studies
Brian Allen Maicke, Thesis Advisor/Co-Advisor
Anilchandra Attaluri, Committee Member
Seth Wolpert, Committee Member

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

Author:

Abrams, Samuel

Title:

Extending Video Action Recognition in the Compressed Domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Action Recognition
Neural Networks
Video Compression

File:

Login to Download

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Cornelius, Jason

Title:

Mid-Fidelity Performance Analysis for Fixed-Pitch Speed-Controlled Multirotor Aircraft

Graduate Program:

Aerospace Engineering (PHD)

Keywords:

Helicopter
Multirotor
CFD
Rotorcraft
High Performance Computing
GPU
Coaxial
Coaxial Rotor
Machine Learning
Surrogate Models
Dragonfly
Drone
UAS
Urban Air Mobility
Unmanned Aerial Systems
BEMT
Aerodynamics
Aircraft
C81 Tables
OVERFLOW
ARC2D
Airfoil Performance
NASA
Langley TDT
Langley 14-by 22-ft. Subsonic Tunnel Facility
Langley Transonic Dynamics Tunnel
Hybrid BEMT-URANS CFD
Linux Bash Scripting
GPU CFD Acceleration
Gaussian Process Regression
Neural Networks
Conceptual Design
Preliminary Design

File:

Login to Download

Committee Members:

Amy Pritchett, Program Head/Chair
Daniel Haworth, Outside Unit & Field Member
Sven Schmitz, Chair & Dissertation Advisor
Jacob Langelaan, Major Field Member
Jose Palacios, Major Field Member
Edward Smith, Major Field Member
Larry Young, Special Signatory