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Start Over Graduate Program Electrical Engineering (PHD) Committee Member Kultegin Aydin

2. Noise Resilient and Secure Quantum Computing

open_access
Open Access
Author:
Saki, Abdullah Ash
Title:
Noise Resilient and Secure Quantum Computing
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Quantum Computing
Qubit
Security
Privacy
Attack
Trapped-ion
superconducting
Crosstalk
Simultaneous Randomized Becnhmarking
Idle Tomography
Tomography
gate error
quantum gate
readout error
randomized benchmarking
compilation
transpilation
compiler
noise-aware
mapping
File:
Download phd_dissertation_saki.pdf
Committee Members:
Mahmut Kandemir, Major Field Member
Swaroop Ghosh, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

3. Comprehensive study of external field and stress bias effect on piezoelectric properties and loss factors

open_access
Open Access
Author:
Daneshpajooh, Hossein
Title:
Comprehensive study of external field and stress bias effect on piezoelectric properties and loss factors
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Piezoelectric Materials
Loss Mechanism
DC electric Field
Compressive Stress
Piezoelectric Loss
Phenomenology
Dielectric Loss
Langevin Transducer
Ultrasonic Transducer
File:
Download Hossein-Daneshpajooh-Dissertation.pdf
Committee Members:
Suzanne Mohney, Major Field Member
Wenwu Cao, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Kenji Uchino, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair

4. PHOTOIONIZATION AND PHOTODETACHMENT EFFECTS OF LIGHTNING DISCHARGES IN THE D REGION OF THE EARTH’S IONOSPHERE

open_access
Open Access
Author:
Janalizadeh Choobbasti, Reza
Title:
PHOTOIONIZATION AND PHOTODETACHMENT EFFECTS OF LIGHTNING DISCHARGES IN THE D REGION OF THE EARTH’S IONOSPHERE
Graduate Program:
Electrical Engineering (PHD)
Keywords:
sprite
streamers
nonthermal gas discharges
extreme ultraviolet
photoionization
photodetachment
meteoroid
ionosphere
transient luminous events
plasma inhomogeneities
molecular nitrogen
molecular oxygen
File:
Download Reza-Dissertation.pdf
Committee Members:
Eugene Clothiaux, Outside Unit & Field Member
Julio Urbina, Major Field Member
Victor Pasko, Chair & Dissertation Advisor
Tim Kane, Major Field Member
Kultegin Aydin, Program Head/Chair

5. Characterization of Radar System Performability using Application-Specific Operational Reliability Metrics

open_access
Open Access
Author:
Ridder, Tyler Daniel
Title:
Characterization of Radar System Performability using Application-Specific Operational Reliability Metrics
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Radar Perfomability
Operational Reliability
Radar Performance Metric
Radar Reliability
File:
Download Ridder_Dissertation_final.pdf
Committee Members:
James Breakall, Major Field Member
Ram Narayanan, Chair & Dissertation Advisor
Enrique Del Castillo, Outside Unit & Field Member
Tim Kane, Major Field Member
Kultegin Aydin, Program Head/Chair

6. Modeling and Analysis of Performance Degradation in Unidirectional Carbon Fiber Reinforced Polymer Circuit Analog Absorbers from Environmental Damage

open_access
Open Access
Author:
O'Donnell, Joseph
Title:
Modeling and Analysis of Performance Degradation in Unidirectional Carbon Fiber Reinforced Polymer Circuit Analog Absorbers from Environmental Damage
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Carbon Fiber
Radar Absorbing Material
Impact Damage
Salt Water Exposure
File:
Download JCODissertation1.pdf
Committee Members:
Michael Lanagan, Outside Unit & Field Member
Gregory Huff, Major Field Member
Ram Narayanan, Chair & Dissertation Advisor
Tim Kane, Major Field Member
Kultegin Aydin, Program Head/Chair

7. Design and Photonic Integration of Metasurface Lenses

open_access
Open Access
Author:
Chen, Xi
Title:
Design and Photonic Integration of Metasurface Lenses
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Metasurfaces
Metalens
Waveguide
Integrated Metasurfaces
Silicon Nitride Integrated metasurfaces
File:
Download Dissertation_xxc136_Xi_Chen.pdf
Committee Members:
Zhiwen Liu, Major Field Member
Shengxi Huang, Major Field Member
Sri-Rajasekhar Kothapalli, Outside Unit & Field Member
Xingjie Ni, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair

8. Resilient Quantum Computing and Machine Learning

open_access
Open Access
Author:
Alam, Md Mahabubul
Title:
Resilient Quantum Computing and Machine Learning
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Quantum Computing
QAOA
Quantum Machine Learning
QML
QNN
Quantum Neural Network
Variational Quantum Algorithm
VQA
File:
Download mahabubul_alam_phd_thesis.pdf
Committee Members:
Mahmut Kandemir, Major Field Member
Swaroop Ghosh, Chair & Dissertation Advisor
Morteza Kayyalha, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

9. 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

10. Security and Resilience of Non-Volatile Memories Based on In-Memory Computing

open_access
Open Access
Author:
Sayyah Ensan, Sina
Title:
Security and Resilience of Non-Volatile Memories Based on In-Memory Computing
Graduate Program:
Electrical Engineering (PHD)
Keywords:
In-Memory Computing
Resiliency
Security
RRAM
Floating Point
File:
Download Sina_Sayyah_Ensan_-_PhD_Thesis.pdf
Committee Members:
Swaroop Ghosh, Chair & Dissertation Advisor
Joseph Najem, Outside Unit & Field Member
Abhronil Sengupta, Major Field Member
Morteza Kayyalha, Major Field Member
Kultegin Aydin, Program Head/Chair

11. Microscale Concentrated Photovoltaics and Soft Matter Lasers

open_access
Open Access
Author:
Grede, Alex
Title:
Microscale Concentrated Photovoltaics and Soft Matter Lasers
Graduate Program:
Electrical Engineering (PHD)
Keywords:
photovoltaics
non-imaging optics
organic semiconductors
organic laser diodes
File:
Download Grede-Dissertation-Final.pdf
Committee Members:
Tom Jackson, Major Field Member
Xingjie Ni, Major Field Member
Noel Giebink, Chair & Dissertation Advisor
Vincent Crespi, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

12. INVESTIGATING THE IMPACT OF OCEANIC WAVES ON LASER PROPAGATION

restricted_to_institution
Restricted (Penn State Only)
Author:
Alharbi, Omar
Title:
INVESTIGATING THE IMPACT OF OCEANIC WAVES ON LASER PROPAGATION
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Optical Propagation
FSO
Ocean Waves
Underwater Wireless Optical Communication
IoT
IoUT
Air-Water-Interface
File:
Login to Download
Committee Members:
Tim Kane, Chair & Dissertation Advisor
Noel Giebink, Major Field Member
John Doherty, Major Field Member
Diane Henderson, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

13. Three-dimensional Light Field Control With Metasurface Holograms

restricted_to_institution
Restricted (Penn State Only)
Author:
Ding, Yimin
Title:
Three-dimensional Light Field Control With Metasurface Holograms
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Hologram
Optical Metasurfaces
Integrated Photonics
File:
Login to Download
Committee Members:
Zhiwen Liu, Major Field Member
Xingjie Ni, Chair & Dissertation Advisor
Noel Giebink, Major Field Member
Kultegin Aydin, Program Head/Chair
Venkatraman Gopalan, Outside Unit & Field Member

14. Planning and Guidance Methods for Peripheral Bronchoscopy

restricted
Restricted
Author:
Zhao, Wennan
Title:
Planning and Guidance Methods for Peripheral Bronchoscopy
Graduate Program:
Electrical Engineering (PHD)
Keywords:
lung cancer
virtual bronchoscopy
image-guided bronchoscopy
bronchoscopy
radial probe endobronchial ultrasound
peripheral pulmonary lesion
endobronchial ultrasound
endobronchial ultrasound registration
endobronchial ultrasound simulation
biopsy
navigational bronchoscopy
File:

No files available due to restrictions.

Committee Members:
Robert Collins, Major Field Member
William Higgins, Chair & Dissertation Advisor
Nanyin Zhang, Outside Unit & Field Member
Vishal Monga, Major Field Member
Kultegin Aydin, Program Head/Chair

15. Improving the Performance of Magnetic Resonance Systems using Feedback Control

restricted
Restricted
Author:
Meng, Xinxing
Title:
Improving the Performance of Magnetic Resonance Systems using Feedback Control
Graduate Program:
Electrical Engineering (PHD)
Keywords:
QR Detection
Reducing AM RFI
RF Pulse Sequence Manipulation
Feedback Control
Magnetic Field Fluctuations
Flux Regulation
Powered Magnet
35.2-T Series-Connected Hybrid Magnet
MRI
File:

No files available due to restrictions.

Committee Members:
Minghui Zhu, Major Field Member
Constantino Lagoa, Major Field Member
Patrick Lenahan, Outside Unit & Field Member
Thomas Neuberger, Outside Field Member
Jeffrey Schiano, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair

16. 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

17. Stacked-3D and Processing-in-memory Solutions for Data-intensive and Persistent Applications

restricted_to_institution
Restricted (Penn State Only)
Author:
Ramanathan, Akshay Krishna
Title:
Stacked-3D and Processing-in-memory Solutions for Data-intensive and Persistent Applications
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Processing-in-memory
Computer Architecture
Persistent Applications
SRAM
Neural Network Acceleration
Non-volatile memory
VLSI
File:
Login to Download
Committee Members:
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Swaroop Ghosh, Major Field Member
Abhronil Sengupta, Major Field Member
Mehdi Kiani, Major Field Member
Ying Liu, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

18. Data Anomaly Resilience in Wide-area Oscillation Monitoring and Assessment of Damping Contribution from Power System Components

open_access
Open Access
Author:
Chatterjee, Kaustav
Title:
Data Anomaly Resilience in Wide-area Oscillation Monitoring and Assessment of Damping Contribution from Power System Components
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Power Systems
Oscillation Monitoring
Control Systems
Damping
Robust PCA
Data Recovery
File:
Download Ph_D__Thesis_Final.pdf
Committee Members:
Yan Li, Major Field Member
Greg Pavlak, Outside Unit & Field Member
Jing Yang, Major Field Member
Nilanjan Ray Chaudhuri, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair

19. Numerical Simulations of Thermoacoustic Combined Tomography

open_access
Open Access
Author:
Fadden, Christopher
Title:
Numerical Simulations of Thermoacoustic Combined Tomography
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Thermoacoustic tomography
Backprojection
Lie Analysis
Thermal Ablation
Autism
File:
Download Fadden_Thesis.pdf
Committee Members:
Sri-Rajasekhar Kothapalli, Co-Chair of Committee
Xiao Liu, Outside Unit & Field Member
Tim Kane, Co-Chair & Dissertation Advisor
Nanyin Zhang, Major Field Member
Mehdi Kiani, Major Field Member
Kultegin Aydin, Program Head/Chair

20. Information Freshness: Fundamental Limits and Optimization Methodologies

open_access
Open Access
Author:
Feng, Songtao
Title:
Information Freshness: Fundamental Limits and Optimization Methodologies
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Age of Information (AoI)
Scheduling
Wireless networks
File:
Download Feng_dissertation.pdf
Committee Members:
Constantino Lagoa, Major Field Member
Viveck Cadambe, Major Field Member
Jing Yang, Chair & Dissertation Advisor
Guodong Pang, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

21. Embedded biomedical systems for assistive technology and state-of-vigilance forecasting

open_access
Open Access
Author:
Graybill, Philip
Title:
Embedded biomedical systems for assistive technology and state-of-vigilance forecasting
Graduate Program:
Electrical Engineering (PHD)
Keywords:
embedded systems
biomedical
microcontroller
FPGA
assistive technology
unscented Kalman filter
state of vigilance
sleep
forecasting
eyelid
optimization
wearable
epilepsy
File:
Download Philip_P_Graybill_-_Dissertation_220610.pdf
Committee Members:
Vijaykrishnan Narayanan, Major Field Member
Minghui Zhu, Major Field Member
Bruce Gluckman, Co-Chair & Dissertation Advisor
Mehdi Kiani, Co-Chair & Dissertation Advisor
Andrew Geronimo, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

22. Solid-state nanopore fabrication and sensing towards integrated nucleic acid testing

restricted_to_institution
Restricted (Penn State Only)
Author:
Tang, Zifan
Title:
Solid-state nanopore fabrication and sensing towards integrated nucleic acid testing
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Nanopore
Nucleic acid testing
Point of care
SARS-CoV-2
Dielectric breakdown
Microfluidics
File:
Login to Download
Committee Members:
Tom Jackson, Major Field Member
Pak Kin Wong, Outside Unit & Field Member
Seyedehaida Ebrahimi, Major Field Member
Mehdi Kiani, Major Field Member
Weihua Guan, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair

23. Defense of Backdoor Attacks against Deep Neural Network Classifiers

open_access
Open Access
Author:
Xiang, Zhen
Title:
Defense of Backdoor Attacks against Deep Neural Network Classifiers
Graduate Program:
Electrical Engineering (PHD)
Keywords:
adversarial machine learning
backdoor attack
Trojan
backdoor defense
anomaly detection
point cloud
reverse-engineering
File:
Download dissertation_2.1.pdf
Committee Members:
George Kesidis, Major Field Member
Constantino Lagoa, Major Field Member
David Miller, Chair & Dissertation Advisor
Anna Squicciarini, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

24. Application of Language and Symbolic Dynamics for Radar Functionality Optimization

open_access
Open Access
Author:
Singerman, Paul
Title:
Application of Language and Symbolic Dynamics for Radar Functionality Optimization
Graduate Program:
Electrical Engineering (PHD)
Keywords:
radar
maneuver detection
target tracking
language
optimization
symbolic dynamics
information overload
information elasticity
fully adaptive radar
cognitive radar
File:
Download Dissertation_Final.pdf
Committee Members:
Gregory Huff, Major Field Member
Yan Li, Major Field Member
Ram Narayanan, Chair & Dissertation Advisor
Muralidhar Rangaswamy, Special Member
Asok Ray, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

25. Zinc Oxide Thin-Film Devices for Space Exploration

open_access
Open Access
Author:
Tendulkar, Mohit Milind
Title:
Zinc Oxide Thin-Film Devices for Space Exploration
Graduate Program:
Electrical Engineering (PHD)
Keywords:
ZnO
Zinc oxide
TFT
thin film transistor
curved substrate lithography
trilateral liftoff
trilateral tfts
adjustable x-ray optics
lynx mission
zno strain sensor
zno temperature sensor
File:
Download ZnO_thin-film_devices_for_space_exploration_-_Mohit_Tendulkar.pdf
Committee Members:
Susan Trolier-McKinstry, Outside Unit & Field Member
Tom Jackson, Chair & Dissertation Advisor
Rongming Chu, Major Field Member
Mehdi Kiani, Major Field Member
Kultegin Aydin, Program Head/Chair

26. Light scattering for optical and photonic applications

open_access
Open Access
Author:
Wang, Cheng Yu
Title:
Light scattering for optical and photonic applications
Graduate Program:
Electrical Engineering (PHD)
Keywords:
scattering
ultrafast imaging
random laser
lensless imaging
metasurface
droplet laser
File:
Download thesisV6_final.pdf
Committee Members:
Zhiwen Liu, Chair & Dissertation Advisor
Xingjie Ni, Major Field Member
Christine Keating, Outside Unit & Field Member
Noel Giebink, Major Field Member
Kultegin Aydin, Program Head/Chair

27. Multiple Electromagnetic Scattering within and Electrical Characterization of 3D-Printed Dielectrics

open_access
Open Access
Author:
Hu, Hanxiong
Title:
Multiple Electromagnetic Scattering within and Electrical Characterization of 3D-Printed Dielectrics
Graduate Program:
Electrical Engineering (PHD)
Keywords:
electromagnetic scattering
additive manufacturing
microwave components
dielectric characterization
File:
Download Multiple_Electromagnetic_Scattering_within_and_Electrical_Characterization_of_3D_Printed_Dielectrics.pdf
Committee Members:
Nicholas Meisel, Outside Unit & Field Member
Timothy Simpson, Outside Field Member
Sven Bilén, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
Xingjie Ni, Major Field Member
Kultegin Aydin, Program Head/Chair

28. Leveraging Data-Science and Convolutional Neural Networks for Active Feedback in Additive Manufacturing Processes for Electromagnetic Component Fabrication

open_access
Open Access
Author:
Sessions, Deanna
Title:
Leveraging Data-Science and Convolutional Neural Networks for Active Feedback in Additive Manufacturing Processes for Electromagnetic Component Fabrication
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Additive manufacturing
origami
Machine learning
cross-domain analysis
manifold learning
Convolutional Neural Network
File:
Download SessionsDissertation2021.pdf
Committee Members:
Gregory Huff, Chair & Dissertation Advisor
Ram Narayanan, Major Field Member
Tim Kane, Major Field Member
Michael Hickner, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair
Philip Buskohl, Special Member

29. Partial Electrode Configuration for Loss and Physical Parameter Determination of Piezoelectric Ceramics

open_access
Open Access
Author:
Park, Yoonsang
Title:
Partial Electrode Configuration for Loss and Physical Parameter Determination of Piezoelectric Ceramics
Graduate Program:
Electrical Engineering (PHD)
Keywords:
loss
mechanical quality factor
piezoelectric device
piezoelectric ceramics
high-power piezoelectrics
File:
Download Final_Ph.D_Thesis_Yoonsang_Park.pdf
Committee Members:
Wenwu Cao, Outside Unit & Field Member
Ram Narayanan, Major Field Member
Mehdi Kiani, Major Field Member
Kenji Uchino, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair

31. Non-Volatile Memory Design Based On Crossbar Architecture Towards Low Power Systems and Processing In-Memory

open_access
Open Access
Author:
Jao, Nicholas
Title:
Non-Volatile Memory Design Based On Crossbar Architecture Towards Low Power Systems and Processing In-Memory
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Emerging Non-Volatile Memory
Computing In-Memory
Modelling
in-situ computing
ferroelectric tunnel junction
magnetic tunnel junction
device-circuit codesign
circuit-architecture codesign
phase change memory
File:
Download Dissertation_Jao_Final.pdf
Committee Members:
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Swaroop Ghosh, Major Field Member
Abhronil Sengupta, Major Field Member
John Sampson, Outside Field Member
Saptarshi Das, Outside Unit Member
Kultegin Aydin, Program Head/Chair

32. Statistical and Computational Electromagnetic Approaches for the Feature Extraction of Buried Targets in Ground Penetrating Radar Imaging

open_access
Open Access
Author:
Idriss, Zacharie
Title:
Statistical and Computational Electromagnetic Approaches for the Feature Extraction of Buried Targets in Ground Penetrating Radar Imaging
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Radar
Radar Imaging
Ground Penetrating Radar
Computational Electromagnetics
Feature Extraction
Waveform Design
Mutual Information
Matched Illumination
Compound Gaussian
File:
Download PhD_Disseration_Rev.pdf
Committee Members:
Soundar Kumara, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Tim Kane, Major Field Member
Raghu Raj, Special Member
Jesse Barlow, Major Field Member
Kultegin Aydin, Program Head/Chair

33. ELECTRICAL AND OPTICAL STUDIES ON MODELING AND FABRICATION OF GALLIUM NITRIDE (GaN) BASED OPTOELECTRONIC DEVICES

open_access
Open Access
Author:
Noor Elahi, Asim
Title:
ELECTRICAL AND OPTICAL STUDIES ON MODELING AND FABRICATION OF GALLIUM NITRIDE (GaN) BASED OPTOELECTRONIC DEVICES
Graduate Program:
Electrical Engineering (PHD)
Keywords:
GaN Optoelectronic devices
GaN microLED
Colorful microLED
GaN based Schottky Diode
GaN based MESFFET
Colloidal Quantum Dots
Nanoporous
Vertical GaN based MESFET
MESFET on LEDs
Schottky diodes on LEDs
File:
Download Asim_Noor_Elahi_Dissertation__final_version_.pdfDownload RightsLink_Printable_License.pdf
Committee Members:
Jerzy Ruzyllo, Co-Chair & Dissertation Advisor
Jian hsu, Co-Chair & Dissertation Advisor
Osama Awadelkarim, Major Field Member
Wenwu Cao, Outside Unit & Field Member
Tim Kane, Major Field Member
Kultegin Aydin, Program Head/Chair

34. Regularized Learning for Discriminative Problems in Image Recognition

open_access
Open Access
Author:
Li, Xuelu
Title:
Regularized Learning for Discriminative Problems in Image Recognition
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Histopathological Image Classification
Fine-grained Image Classification
3-D Vessel Segmentation
Sparse Representation based Classification
Deep Learning
Shared Feature Learning
File:
Download xuelu_thesis.pdf
Committee Members:
Puneet Singla, Outside Unit & Field Member
William Higgins, Major Field Member
Vishal Monga, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair
Jing Yang, Major Field Member

35. Enhanced Synthetic Aperture Radar (SAR) Imaging of Moving Targets Using the Deterministic Annealing Probabilistic Multi-Hypothesis Tracker (DAPMHT) Approach

open_access
Open Access
Author:
Taher, Abdullah
Title:
Enhanced Synthetic Aperture Radar (SAR) Imaging of Moving Targets Using the Deterministic Annealing Probabilistic Multi-Hypothesis Tracker (DAPMHT) Approach
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Synthetic aperture radar (SAR)
Moving target imaging
Tracking
Extended targets imaging
Point targets imaging
Maneuvering target
DAPMHT/RDA algorithm
Motion parameters estimation
Focus image
File:
Download Abdullah_Dissertation.pdf
Committee Members:
Michael Lanagan, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
Vishal Monga, Major Field Member
Kultegin Aydin, Program Head/Chair

36. 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