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2. Coarse-Grained Models of Nonlinear Oscillators

open_access
Open Access
Author:
Patil, Navendu Santosh
Title:
Coarse-Grained Models of Nonlinear Oscillators
Graduate Program:
Engineering Science and Mechanics
Keywords:
Generating Partitions
Complexity
Nonlinear Oscillators
Noisy Chaos
Hidden Markov Models
Coarse-Graining
File:
Download NavenduPatil-Dissertation_071017.pdf
Committee Members:
Joseph P. Cusumano, Dissertation Advisor/Co-Advisor
Joseph P. Cusumano, Committee Chair/Co-Chair
Melik C. Demirel, Committee Member
Bruce J. Gluckman, Committee Member
David J. Miller, Outside Member

3. Modeling Competitive Group Dynamics: A Bayesian Hidden Markov Model Approach

open_access
Open Access
Author:
Kani, Amirali
Title:
Modeling Competitive Group Dynamics: A Bayesian Hidden Markov Model Approach
Graduate Program:
Business Administration
Keywords:
Dynamic Segmentation
Competitive Groups
Marketing Strategy
Dynamic Analysis
Hidden Markov Models
File:
Download Amirali_Kani_-_Dissertation.pdf
Committee Members:
Duncan King-Hoi Fong, Dissertation Advisor/Co-Advisor
Duncan King-Hoi Fong, Committee Chair/Co-Chair
Wayne S. DeSarbo, Committee Member
John Richard Howell, Committee Member
David Russell Hunter, Outside Member

4. Data driven decision making under uncertainty for intelligent life-cycle control of the built environment

open_access
Open Access
Author:
Andriotis, Charalampos
Title:
Data driven decision making under uncertainty for intelligent life-cycle control of the built environment
Graduate Program:
Civil Engineering
Keywords:
Structural Fragility
Hidden Markov Models
Partially Observable Markov Decision Processes
Deep Reinforcement Learning
Stochastic Mechanics
Life-cycle systems management
File:
Download PhD_Dissertation_CPAndriotis_Final.pdf
Committee Members:
Konstantinos Papakonstantinou, Dissertation Advisor/Co-Advisor
Konstantinos Papakonstantinou, Committee Chair/Co-Chair
Gordon Patrick Warn, Committee Member
Sukran Ilgin Guler, Committee Member
Clyde Lee Giles, Outside Member

5. Sequential Machine Learning for Decision-Making in Mechanical Systems

open_access
Open Access
Author:
Ghalyan, Najah
Title:
Sequential Machine Learning for Decision-Making in Mechanical Systems
Graduate Program:
Mechanical Engineering
Keywords:
symbolic dynamics
Hidden Markov Models
ergodicity
measure-preserving transformations
image classification
fatigue damage
thermoacoustic instabilities
probabilistic finite state automata
time series
bag-of-words
support vector machines
generating partition
quantization
lossy source coding
sliding block source coding
clustering
dynamic programming
Viterbi algorithm
anomaly detection
change point detection
transient change detection
quickest change detection
data-driven modeling
File:
Download PhD_Dissertation_Najah_Ghalyan.pdf
Committee Members:
Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Eric Russell Marsh, Committee Member
Alok Sinha, Committee Member
David Jonathan Miller, Outside Member
William Kenneth Jenkins, Outside Member
Shashi Phoha, Outside Member
Daniel Connell Haworth, Program Head/Chair

6. A Multifaceted Exploration of Collaborative Dynamics in Virtual Design Environments and High-Tech Startups

restricted_to_institution
Restricted (Penn State Only)
Author:
Roy, Debrina
Title:
A Multifaceted Exploration of Collaborative Dynamics in Virtual Design Environments and High-Tech Startups
Graduate Program:
Industrial Engineering
Keywords:
Virtual collaboration
Design teams
Team cohesion
Hidden Markov Models
Startup team cohesion
Interdisciplinary collaboration
Markov models
File:
Login to Download
Committee Members:
Steven Landry, Program Head/Chair
Scarlett Miller, Major Field Member
Andrea Arguelles, Outside Unit Member
Catherine Berdanier, Outside Field Member
Christopher Dancy, Major Field Member
Jessica Menold, Chair & Dissertation Advisor