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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

Author:

Dharmadhikari, Susheel

Title:

Data-Driven Strategies for Engineering Design and Diagnostics

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

Fatigue Damage Detection
Machine Learning
Surrogate Modeling
Pin Fin Optimization

File:

Download Dissertation_Susheel_Dharmadhikari.pdf

Committee Members:

Amrita Basak, Chair & Dissertation Advisor
Christopher Kube, Outside Unit & Field Member
Eric Marsh, Major Field Member
Asok Ray, Major Field Member
Robert Kunz, 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