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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. 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 (PHD)
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

5. 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 (PHD)
Keywords:
family violence
IPV
PCA
dominance
interpersonal threat
threat sensitivity
threat perception
File:
Login to Download
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

6. 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 (MS)
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