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Start Over Graduate Program Mechanical Engineering (PHD) Keyword Combustion

1. Frontiers in Data-driven Learning via Probabilistic Finite State Automata

open_access
Open Access
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

2. STUDY OF REACTION DRIVEN PROCESSES USING MOLECULAR DYNAMICS: APPLICATIONS OF REAXFF FOR COMBUSTION CHEMISTRY AND MATERIAL SYNTHESIS

open_access
Open Access
Author:
Lele, Aditya
Title:
STUDY OF REACTION DRIVEN PROCESSES USING MOLECULAR DYNAMICS: APPLICATIONS OF REAXFF FOR COMBUSTION CHEMISTRY AND MATERIAL SYNTHESIS
Graduate Program:
Mechanical Engineering (PHD)
Keywords:
ReaxFF
Molecular Dynamics
Combustion
2D-materials
Biofuels
CVD
Material synthesis
hBN
soot
pyrolysis
File:
Download Thesis_aditya_lele.pdf
Committee Members:
Jacqueline O'Connor, Major Field Member
Randy Vander Wal, Outside Unit & Field Member
Yuan Xuan, Major Field Member
Adri van Duin, Chair, Minor Member & Dissertation Advisor
Daniel Connell Haworth, Program Head/Chair