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Author:

Papula, Dashiell

Title:

The Characterization, Structure Quantification, and Property Enhancement of Multi-Field-Processed Particle Polymer Composites

Graduate Program:

Materials Science and Engineering

Keywords:

Multifield Processing
Particle Polymer Composites
Structure Property Relationship
Particle Self-Assembly
Image Processing
Particle Structure Quantification
Magnetoactive Elastomer
Barium Hexaferrite

File:

Download Dashiell_Papula__Master_s_Thesis.pdf

Committee Members:

John Mauro, Program Head/Chair
Zoubeida Ounaies, Thesis Advisor/Co-Advisor
Paris R Vonlockette, Committee Member
Robert John Hickey, III, Committee Member

Author:

Metwaly, Kareem

Title:

Explainable, Informed Deep Learning For Signal And Image Estimation

Graduate Program:

Electrical Engineering

Keywords:

Deep Learning
Neural Network
Image Processing
Signal Processing
Algorithm Unrolling
Dehazing
Beampattern Design
Classification
Computer Vision
Attribute Prediction
Prior Guided
Informed Learning
Estimation

File:

Download KareemMetwaly.pdf

Committee Members:

Abhronil Sengupta, Major Field Member
William Higgins, Major Field Member
Vikash Gayah, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor
Thomas La Porta, Program Head/Chair

Author:

Miao, Leixin

Title:

Analytical Transmission Electron Microscopy for Nanostructure Interpretation in High-Entropy Oxides and Beyond

Graduate Program:

Materials Science and Engineering

Keywords:

Transmission Electron Mircoscopy
High Entropy Oxides
Ferroelectric
Domain Structure
Nanostructure
Image Processing
Ferrovalley Materials
Hybrid Improper Ferroelectric

File:

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Committee Members:

John Mauro, Program Head/Chair
Nasim Alem, Chair & Dissertation Advisor
Jon-Paul Maria, Major Field Member
Zhiqiang Mao, Outside Unit & Field Member
Ismaila Dabo, Major Field Member

Author:

Fan, Foxian

Title:

Evolution of AM Surface Morphology during Centrifugal Disc Finishing

Graduate Program:

Industrial Engineering

Keywords:

Additive Manufacturing
Centrifugal Disc Finishing
Surface Characterization
Image Processing
Machine Learning
Mass Finishing

File:

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Committee Members:

Steven Landry, Program Head/Chair
Timothy Simpson, Major Field Member
Christopher Kube, Outside Unit & Field Member
Guhaprasanna Manogharan, Co-Chair & Dissertation Advisor
Brigid Mullany, Special Member
Robert Voigt, Co-Chair & Dissertation Advisor

Author:

Yazdani, Amirsaeed

Title:

Training-Robust Design of Deep Neural Networks for Imaging and Vision

Graduate Program:

Electrical Engineering

Keywords:

Computer Vision
Image Processing
Artificial Intelligence
Deep Learning
Neural Networks
Photoacoustic Target Localization
Image Relighting
Active Learning
Semantic Segmentation

File:

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Committee Members:

Madhavan Swaminathan, Program Head/Chair
Robert Collins, Major Field Member
William Higgins, Major Field Member
Houtan Jebelli, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor