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41. Using Delta-Machine Learning to Accurately Predict Molecular Polarizabilites

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Restricted (Penn State Only)
Author:
Chaudhry, Imran
Title:
Using Delta-Machine Learning to Accurately Predict Molecular Polarizabilites
Graduate Program:
Chemistry (MS)
Keywords:
Raman Spectroscopy
Electronic Structure Theory
Machine Learning
Chemistry
File:
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Committee Members:
Lasse Jensen, Thesis Advisor/Co-Advisor
Edward Patrick O'Brien, Jr., Committee Member
Philip Bevilacqua, Program Head/Chair
Benjamin James Lear, Committee Member
Sharon Xiaolei Huang, Committee Member

42. Value Alignment in Ethical Dilemmas Through Reinforcement Learning

open_access
Open Access
Author:
Melo Cruz, Arthur
Title:
Value Alignment in Ethical Dilemmas Through Reinforcement Learning
Graduate Program:
Aerospace Engineering (MS)
Keywords:
Robotics
Reinforcement Learning
Ethical Dilemma
Robot Ethics
Machine Ethics
Machine Learning
Artificial Intelligence
File:
Download Melo_Cruz_MSThesis.pdf
Committee Members:
Alan Richard Wagner, Thesis Advisor/Co-Advisor
Jacob Willem Langelaan, Committee Member
Amy Pritchett, Program Head/Chair

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

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

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

restricted_to_institution
Restricted (Penn State Only)
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

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

open_access
Open Access
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

48. Investigating Mid-Latitude Atmospheric Variability Due to Arctic Sea Ice Loss Using Self-Organizing Maps

open_access
Open Access
Author:
Staskiewicz, Samantha
Title:
Investigating Mid-Latitude Atmospheric Variability Due to Arctic Sea Ice Loss Using Self-Organizing Maps
Graduate Program:
Meteorology and Atmospheric Science (MS)
Keywords:
Atmospheric Variability
Sea Ice
Arctic
Climate Change
North America
Self-Organizing Maps
SOMs
Machine Learning
File:
Download Staskiewicz_Thesis_2021-_Final.pdf
Committee Members:
David Stensrud, Program Head/Chair
Melissa Marie Gervais, Thesis Advisor/Co-Advisor
Chris E Forest, Committee Member
Colin M. Zarzycki, Committee Member