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Author:

Alexander, Daniel

Title:

Wind Speed Prediction Via Time Series Modeling

Graduate Program:

Meteorology

Keywords:

AR/ARMA
Wind Speed Prediction
Neural Networks

File:

Download MS_Thesis_Daniel_Alexander_final2.pdf

Committee Members:

George Young, Thesis Advisor/Co-Advisor
George Young, Thesis Advisor/Co-Advisor

Author:

Schmidt, Eric

Title:

Unmanned Aerial Vehicle Trajectory Optimization with Neural Network Approximation Methods

Graduate Program:

Electrical Engineering

Keywords:

Receding Horizon Optimal Control
Trajectory Optimization
UAVs
Unmanned Aerial Vehicles
Neural Networks

File:

Download Eric_Schmidt_MS_Thesis.pdf

Committee Members:

Joseph Horn/Kenneth Jenkins, Thesis Advisor/Co-Advisor
Joseph Francis Horn, Thesis Advisor/Co-Advisor
William Kenneth Jenkins, Thesis Advisor/Co-Advisor

Author:

You, Fan

Title:

Unit Commitment Problems: A Comparison of Algorithms and Heuristics

Graduate Program:

Industrial Engineering

Keywords:

Unit Commitment
Dynamic Programming
PCA
Neural Networks

File:

Download FanYou-Thesis.pdf

Committee Members:

Mort D Webster, Thesis Advisor/Co-Advisor
Jose Antonio Ventura, Thesis Advisor/Co-Advisor

Author:

Subbakrishna Adishesha, Amogh

Title:

Prediction and Estimation of Human Motion using Generative-Adversarial Network

Graduate Program:

Electrical Engineering

Keywords:

GANs
LSTM
Motion Prediction
Deep Learning
Neural Networks
AI
Prediction Error

File:

Download PS-Thesis-AmoghFinal.pdf

Committee Members:

Robert Collins, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Mehdi Kiani, Committee Member

Author:

Wang, Tianhe

Title:

3D Human pose estimation on Taiji sequence

Graduate Program:

Electrical Engineering

Keywords:

Pose estimation
Neural Networks
Motion Capture
Regression

File:

Download Thesis_TianheWang.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member

Author:

Anderson, Skyler

Title:

Adaptive Neural Network Architectures for Power Aware Inference

Graduate Program:

Computer Science and Engineering

Keywords:

Neural Networks
Power aware inference
convolutional neural networks
semantic segmentation

File:

Download Thesis_Skyler_Anderson.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

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:

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:

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:

Rosenau, Joshua

Title:

Using Neural Networks for Crosstalk Compensation in High Speed, MIMO, Single Ended DDR5 Channels

Graduate Program:

Electrical Engineering (MS)

Keywords:

Far end crosstalk
DDR5
Neural Networks
High Speed
Single Ended
Multi-input Multi-output
MIMO
Transmission Lines

File:

Login to Download

Committee Members:

Rafic Bachnak, Professor in Charge/Director of Graduate Studies
Aldo W Morales, Thesis Advisor/Co-Advisor
Truong Xuan Tran, Committee Member
Sedig Salem Agili, Thesis Advisor/Co-Advisor