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Author:

Williams, Archie Lamar

Title:

PREDICTION OF ODOR PLEASANTNESS USING ELECTRONIC NOSE TECHNOLOGY AND ARTIFICIAL NEURAL NETWORKS

Graduate Program:

Agricultural and Biological Engineering

Keywords:

Electronic Nose
Human Olfaction
Mushroom Substrate Odors
Neural Networks
Biological Simulation
Agricultural Engineering
Artificial Neural Networks
Odor Assessment

File:

Download Archie_L_Williams_Dissertation.pdf

Committee Members:

David Meigs Beyer, Committee Member
Robert Edwin Graves, Committee Member
Dr Charles Wysocki, Committee Member
Paul Heinz Heinemann, Committee Chair/Co-Chair
Eileen Wheeler, Committee Member

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:

Meley, January Linn

Title:

Determination of a Procedure for Monitoring Sacrificial Cathodic Protection Systems for Aboveground Steel Storage Tanks

Graduate Program:

Civil Engineering

Keywords:

Cathodic Protection
Neural Networks
Aboveground Storage Tanks

File:

Download Meley_Dissertation.pdf

Committee Members:

Dr Andrea Schokker, Committee Chair/Co-Chair
Jeffrey A Laman, Committee Member
Dr Daniel Linzell, Committee Member
Dr Sunil Sinha, Committee Member
Howard W Pickering, Committee Member

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:

Huang, Wenyi

Title:

Context Modeling for Semantic Text Matching and Scene Text Detection

Graduate Program:

Information Sciences and Technology

Keywords:

Citation Recommendation
Scene Text Detection
Deep Learning
Neural Networks
Context Modeling
Text in the Wild

File:

Download WenyiHuang-Dissertation.pdf

Committee Members:

C Lee Giles, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Chair/Co-Chair
Zhenhui Li, Committee Member
Anna Cinzia Squicciarini, Committee Member
Daniel Kifer, Outside Member

Author:

Tsai, Wei Yu

Title:

Enabling New Computation Paradigms with Emerging Technologies

Graduate Program:

Computer Science and Engineering

Keywords:

Non-Boolean Computation
Neural Networks
Coupled Scillators
Low-power Computation
Image Processing
Audio Processing

File:

Download dissertation.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Mary Jane Irwin, Committee Member
Bruce Gluckman, Outside Member

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:

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

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:

Srivastava, Divyanshi

Title:

Computational Methods For Characterizing The Sequence And Chromatin Determinants Of Transcription Factor Binding

Graduate Program:

Bioinformatics and Genomics (PhD)

Keywords:

Transcription Factors
Gene Regulation
Chromatin
Neural Networks
Neural Networks for Biological Sequences
Interpretable Models For DNA Sequences
Protein-DNA Binding

File:

Download Srivastava-Dissertation-Revised-2021-July.pdf

Committee Members:

Frank Pugh, Major Field Member
Shaun Mahony, Chair & Dissertation Advisor
Ross Hardison, Outside Field Member
Daniel Kifer, Outside Unit Member
George Perry, Program Head/Chair

Author:

Werkheiser, Nathan

Title:

Backpropagation Analysis of Swirling Isothermal Dump Combustor Data

Graduate Program:

Mechanical Engineering

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

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:

Saab, Samer

Title:

Investigation of Deep Neural Networks From Control and Optimization Perspectives

Graduate Program:

Electrical Engineering

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