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Start Over Graduate Program Mechanical Engineering Committee Member Asok Ray Keyword Anomaly Detection

1. Behavioral Pattern Identification for Structural Health Monitoring in Complex Systems

open_access
Open Access
Author:
GUPTA, SHALABH
Title:
Behavioral Pattern Identification for Structural Health Monitoring in Complex Systems
Graduate Program:
Mechanical Engineering
Keywords:
Life Extending Control
Flexible Mechanical Couplings
Pulse Combustors
Stochastic Behavior
Life Estimation
Thermodynamic Formalism
Complex Systems
Symbolic Dynamics
Signal Processing
Pattern Identification
Structural Health Monitoring
Fatigue Damage
Anomaly Detection
Fault Diagnosis and Prognosis
File:
Download ShalabhGuptaThesis.pdf
Committee Members:
Asok Ray, Committee Chair/Co-Chair
Anil Kamalakant Kulkarni, Committee Member
Donald Albert Koss, Committee Member
Jeffrey Scott Mayer, Committee Member
Eric Keller, Committee Member

2. Probabilistic Machine Learning for Advanced Engineering Design Optimization and Diagnostics

open_access
Open Access
Author:
Mondal, Sudeepta
Title:
Probabilistic Machine Learning for Advanced Engineering Design Optimization and Diagnostics
Graduate Program:
Mechanical Engineering
Keywords:
Machine learning
Combustion
Additive Manufacturing
Multi-Fidelity Modeling
Anomaly Detection
File:
Download PhD_Dissertation_Sudeepta.pdf
Committee Members:
Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Amrita Basak, Committee Chair/Co-Chair
Christopher D. Rahn, Committee Member
Achintya Mukhopadhyay, Special Member
Shashi Phoha, Outside Member
Daniel Connell Haworth, Program Head/Chair
Amrita Basak, Dissertation Advisor/Co-Advisor
Daniel Connell Haworth, Committee Member