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2. Prediction of human assessments of dairy odor using instruments by sensor fusion and Neural Networks

open_access
Open Access
Author:
Chang, Fangle
Title:
Prediction of human assessments of dairy odor using instruments by sensor fusion and Neural Networks
Graduate Program:
Agricultural and Biological Engineering
Keywords:
hedonic tone
electronic nose
zNose
ANNs
feature selection
PCA
gamma test
forward selection
multi-sensor data fusion
prediction
File:
Download Fangle_Chang_Dissertation.pdf
Committee Members:
Paul Heinz Heinemann, Dissertation Advisor/Co-Advisor
Herschel Adams Elliott, Committee Member
Robin C Brandt, Special Member
Eileen Eilzabeth Fabian, Committee Member
Soundar Kumara, Committee Member

4. Stochastic Models to Generate Sound Speed Ensembles and Calculate Transmission Loss Ensembles at the New England Shelf Break Using Empirical Orthogonal Functions and Sparse Dictionary Learning

open_access
Open Access
Author:
Benit, Simeon
Title:
Stochastic Models to Generate Sound Speed Ensembles and Calculate Transmission Loss Ensembles at the New England Shelf Break Using Empirical Orthogonal Functions and Sparse Dictionary Learning
Graduate Program:
Acoustics
Keywords:
Stochastic Model
Empirical Orthogonal Functions
Machine Learning
Acoustics
Underwater Acoustics
Principal Component Analysis
PCA
EOF
Dictionary Learning
Sparse Dictionary Learning
K-SVD
Orthogonal Matching Pursuit
Sound Speed Profiles
Range-dependent Acoustic Model
Transmission Loss
New England Shelf Break
File:
Download BenitThesis_final.pdf
Committee Members:
Andrew Barnard, Program Head/Chair
Ying-Tsong Lin, Committee Member
Daniel C. Brown, Committee Member
James Miller, Special Signatory
Andrew Barnard, Thesis Advisor/Co-Advisor
Daniel C. Brown, Thesis Advisor/Co-Advisor

5. Physics-informed model reduction of dynamical systems subjected to impacts and discontinuity

open_access
Open Access
Author:
Bhattacharyya, Suparno
Title:
Physics-informed model reduction of dynamical systems subjected to impacts and discontinuity
Graduate Program:
Engineering Science and Mechanics
Keywords:
Physics-informed model reduction
reduced order modeling
model reduction
structural vibration
nonlinear dynamics
impulsive loading
kicked oscillator
data-driven methods
dimension reduction
POD
PCA
Proper orthogonal decomposition
Energy-closure criterion
vibration
structural dynamics
simulation
beam theory
solid mechanics
dynamical systems
chaos
bifurcation
File:
Download Bhattacharyya_PhD_thesis.pdf
Committee Members:
Joseph Cusumano, Chair & Dissertation Advisor
Corina Drapaca, Major Field Member
Francesco Costanzo, Major & Minor Field Member
George Lesieutre, Outside Unit & Field Member
Albert Segall, Program Head/Chair

6. FOR WHOM DOES PERCEPTION OF THREAT PREDICT SUSEQUENT AGGRESSION PERPETRATION?

restricted_to_institution
Restricted (Penn State Only)
Author:
Leong Mattern, Alexandra Christine
Title:
FOR WHOM DOES PERCEPTION OF THREAT PREDICT SUSEQUENT AGGRESSION PERPETRATION?
Graduate Program:
Psychology
Keywords:
family violence
IPV
PCA
dominance
interpersonal threat
threat sensitivity
threat perception
File:
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Committee Members:
Steffany Fredman, Outside Unit & Field Member
Amy Marshall, Chair & Dissertation Advisor
James Lebreton, Major Field Member
Yo Jackson, Major Field Member
Kristin Buss (She/Her), Program Head/Chair