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Author:

Reimer, Tyler

Title:

A UAV IMAGING APPLICATION TO MONITOR BLACK CHERRY FLOWERING AND REGENERATION IN ALLEGHENY NATIONAL FOREST IN PENNSYLVANIA

Graduate Program:

Agricultural and Biological Engineering (MS)

Keywords:

UAV
Drone
Black Cherry
Machine Learning
Computer Vision
Deep Learning
YOLO

File:

Download Tyler_Reimer_Thesis.pdf

Committee Members:

Suat Irmak, Program Head/Chair
Daeun Choi, Thesis Advisor/Co-Advisor
Kelli Hoover, Committee Member
Douglas Alan Miller, Committee Member

Author:

Lafleur, Travis

Title:

Predictive Models for Gene Expression Engineering

Graduate Program:

Chemical Engineering (PHD)

Keywords:

Transcription
Machine Learning
Biological Engineering
Synthetic Biology

File:

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Committee Members:

Andrew Zydney, Major Field Member
Howard Salis, Chair & Dissertation Advisor
Edward O'Brien, Outside Unit & Field Member
Costas Maranas, Major Field Member
Robert Rioux, Professor in Charge/Director of Graduate Studies

Author:

Ziegler, Andrew

Title:

Development of Scalable Approaches to Neutrino Mass Measurement with The Project 8 Experiment

Graduate Program:

Physics (PHD)

Keywords:

Beta-decay
Neutrino
Neutrino Mass
Project 8
Spectrometers
Signal Detection
Antenna
Antenna Array
Microwave Electronics
Resonant Cavities
Nuclear Physics
Cyclotron Radiation
Electrons
Tritium
Machine Learning
Triggering

File:

Download AndrewZiegler-Dissertation.pdf

Committee Members:

Carmen Carmona Benitez, Major Field Member
Douglas Cowen, Major Field Member
Luiz de Viveiros, Chair & Dissertation Advisor
Stephanie Wissel, Major Field Member
Xingjie Ni, Outside Unit & Field Member
Mauricio Terrones, Program Head/Chair

Author:

Xin, Yanan

Title:

Mobility-Based Anomaly Detection

Graduate Program:

Geography

Keywords:

Mobility Analysis
Anomaly Detection
Spatial Data Mining
Deep Learning
Machine Learning

File:

Download Doctoral_Dissertation_Xin.pdf

Committee Members:

Alan M Mac Eachren, Dissertation Advisor/Co-Advisor
Alan M Mac Eachren, Committee Chair/Co-Chair
Manzhu Yu, Committee Member
Justine Blanford, Committee Member
Xiaolong (Luke) Zhang, Outside Member
Cynthia Ann Brewer, Program Head/Chair

Author:

Mojahed Yazdi, Reza

Title:

A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING

Graduate Program:

Industrial Engineering

Keywords:

Deep Learning
Wavelet Analysis
Process Monitoring
Texture Analysis
Additive Manufacturing
Laser Powder Bed Fusion
Data Analysis
Machine Learning

File:

Download Reza_Mojahed_Yazdi_Master_Thesis.pdf

Committee Members:

Hui Yang, Thesis Advisor/Co-Advisor
Steven James Landry, Program Head/Chair
Soundar Rajan Tirupatikumara, Committee Member
Clyde Lee Giles, Committee Member

Author:

O'Brien, John

Title:

Study of Process-Structure-Property Relationships in Stainless Steel 316L Made by Powder Bed Fusion

Graduate Program:

Additive Manufacturing and Design

Keywords:

Additive Manufacturing
316L
3D Printing
L-PBF
Machine Learning
Statistics
Process control

File:

Download OBrien-Thesis-Final.pdf

Committee Members:

Allison Michelle Beese, Thesis Advisor/Co-Advisor
Timothy W. Simpson, Thesis Advisor/Co-Advisor
Guhaprasanna Manogharan, Committee Member
Timothy W. Simpson, Program Head/Chair

Author:

Saucier, Emilie

Title:

Observations and Modeling of the Transition from an Open to Closed System at Telica Volcano, Nicaragua

Graduate Program:

Geosciences (MS)

Keywords:

Volcano
Volcanology
Geoscience
Geology
Sealing
Phreatic Eruptions
Phreatic
Telica
Nicaragua
Deformation
Modeling
Machine Learning
Geodesy
Remote Sensing
Gas Flux
Hydrothermal Mineralisation
Magmatic Plug
Seal

File:

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Committee Members:

Maureen Feineman, Thesis Advisor/Co-Advisor
Derek Elsworth, Committee Member
Donald Fisher, Program Head/Chair
Peter LaFemina, Thesis Advisor/Co-Advisor

Author:

Singman, Matthew

Title:

Cognitive Signal Processing: Applying Machine Learning to Adaptive Array Signal Processing Weight Generation

Graduate Program:

Electrical Engineering (MS)

Keywords:

Signal Processing
Array Signal Processing
Machine Learning
Adaptive Signal Processing

File:

Download SingmanFinalThesis.pdf

Committee Members:

Madhavan Swaminathan, Program Head/Chair
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Gregory Huff, Committee Member

Author:

Liu, Meng

Title:

Leveraging Machine Learning for Analyzing Individual and Aggregate-Level Healthcare Data

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Machine Learning
Healthcare
data analtics

File:

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Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair, Minor Member & Dissertation Advisor
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit & Field Member
Swaminathan P. Iyer, Special Member
Qiushi Chen, Major Field Member
Kartik Ramakrishna, Special Member

Author:

Yang, Di

Title:

Essays on Determinants of Health

Graduate Program:

Health Policy and Administration (PHD)

Keywords:

Determinants of Health
Health Equity
Population Health
Social Health Insurance Consolidation
Housing Demolition
Machine Learning

File:

Download Di_Yang_Dissertation.pdf

Committee Members:

Chris Hollenbeak, Program Head/Chair
David Vanness, Major Field Member
Yubraj Acharya, Chair & Dissertation Advisor
Joel Segel, Major Field Member
Kristin Sznajder, Outside Unit & Field Member