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Author:

Bhattacharya, Chandrachur

Title:

Frontiers in Data-driven Learning via Probabilistic Finite State Automata

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

Data-driven
Machine Learning
Time-series analysis
Combustion Instablity
Thermoacoustic Instability
Pattern Recognition
Reduced Order Modeling
Rijke tube
Probabilisitc Finite State Automata
Symbolic Time Series Analysis
Combustion dynamics
Combustion
Hidden Markov Model
LSTM
Projection PFSA
Chaos
Natural Circulation Loop
Crack detection
Online Learning
Transfer Learning
DDDAS
PFSA
STSA

File:

Download Dissertation_ChandrachurBhattacharya_Final.pdf

Committee Members:

Minghui Zhu, Outside Unit Member
Shashi Phoha, Outside Field Member
Daniel Haworth, Major Field Member
Achintya Mukhopadhyay, Special Member
Asok Ray, Chair & Dissertation Advisor
Daniel Haworth, Professor in Charge/Director of Graduate Studies

Author:

Roy, Tanushree

Title:

Towards Safe and Secure Cyber-Physical-Social systems: Theory and Application to Smart City Transportation

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

cyberattack
anomaly-resilience
distributed parameter systems
stealthy attack
transportation
smart city
socio-technical system
fault diagnostics
human-centric
Cumulative Prospect Theory
route choice
social data
traffic model

File:

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Committee Members:

Daniel Connell Haworth, Professor in Charge/Director of Graduate Studies
Amrita Basak, Outside Field Member
Satadru Dey, Chair & Dissertation Advisor
Yiqi Zhang, Outside Unit Member
Chris Rahn, Major Field Member
Asok Ray, Major Field Member
Sean Brennan, Major Field Member