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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:

Shaffer, Derek

Title:

Role of Retained Austenite in Mechanical Response of Additively Manufactured 17-4 PH Stainless Steel

Graduate Program:

Materials Science and Engineering

Keywords:

Retained Austenite
17-4 PH
Additive Manufacturing
Mechanical Properties

File:

Download djs6031_Thesis.pdf

Committee Members:

Todd Palmer, Thesis Advisor/Co-Advisor
Allison Michelle Beese, Committee Member
Jayme Scot Keist, Committee Member
Amrita Basak, Committee Member
John C Mauro, Program Head/Chair

Author:

Shaffer, Derek

Title:

Influence of Composition on the Post-Processing Response of Additively Manufactured Precipitation Hardening Stainless Steels

Graduate Program:

Materials Science and Engineering (PHD)

Keywords:

Additive Manufacturing
Precipitation Hardening
17-4 PH
Martensitic Stainless Steel
Solution Heat Treatment
Aging

File:

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Committee Members:

John Mauro, Program Head/Chair
Jay Keist, Outside Field Member
Amrita Basak, Outside Unit & Field Member
Tarasankar Debroy, Major Field Member
Allison Beese, Major Field Member
Todd Palmer, Chair & Dissertation Advisor

Author:

Veley, Emma

Title:

Evaluation of Additively Manufactured Internal Cooling Channels and Film Cooling Holes for Cooling Effectiveness

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

Gas Turbine
Film Cooling
Heat Transfer
Fluids
Infrared Thermography
Additive Manufacturing

File:

Download Veley_Dissertation_Final.pdf

Committee Members:

Robert Kunz, Professor in Charge/Director of Graduate Studies
Amrita Basak, Major Field Member
Allison Beese, Outside Unit & Field Member
Karen Thole, Chair & Dissertation Advisor
Stephen Lynch, Major Field Member

Author:

Moroney, Sheila

Title:

In-Situ Process Monitoring of Directed Energy Deposition Powder Flow to Detect Anomalies

Graduate Program:

Mechanical Engineering (MS)

Keywords:

Additive Manufacturing
Directed Energy Deposition
In-Process Monitoring
Powder Flow Rate
Anomaly Detection

File:

Download Sheila_Moroney_Masters_Thesis_Final.pdf

Committee Members:

Robert Kunz, Professor in Charge/Director of Graduate Studies
Edward William Reutzel, Thesis Advisor/Co-Advisor
Amrita Basak, 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

Author:

Wan, Wan

Title:

A COMBINED VARIATIONAL-PHASE FIELD METHOD FOR FULLY COUPLED THERMOMECHANICAL INTERFACE CONTACT AND DEBONDING PROBLEMS

Graduate Program:

Civil Engineering (PHD)

Keywords:

Phase Field
Crack Propagation
Fracture/Failure
Variational Multiscale method
Frictional contact
Debonding
Coupled Thermomechanical problem
Finite Element method

File:

Download Wan_s_Dissertation_1031.pdf

Committee Members:

Jay Regan, Professor in Charge/Director of Graduate Studies
Pinlei Chen, Chair, Minor Member & Dissertation Advisor
Amrita Basak, Outside Unit & Field Member
Gordon Warn, Major Field Member
Kostas Papakonstantinou, Major Field Member

Author:

Jiang, Panwei

Title:

Multi-scale computational modeling of the effects of defects and microstructural anomalies on mechanical response of parts resulting from additive manufacturing

Graduate Program:

Materials Science and Engineering (PHD)

Keywords:

Crystal plasticity model
Fatigue Indicator Parameter
DAMASK
Microstructure-sensitive
Lattice strutcture
Gibson-Ashby model
Texture
Grain morphology

File:

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Committee Members:

John Mauro, Program Head/Chair
Saurabh Basu, Chair & Dissertation Advisor
Todd Palmer, Major Field Member
Darren Pagan, Major Field Member
Amrita Basak, Outside Unit Member
Ed De Meter, Outside Field Member

Author:

Menon, Nandana

Title:

Composition-process-structure linkages in metal additive manufacturing

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

Metal additive manufacturing
Laser-Directed Energy Deposition
Melt pool modeling
Composition-process-structure linkages
Machine Learning

File:

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Committee Members:

Robert Kunz, Professor in Charge/Director of Graduate Studies
Amrita Basak, Chair & Dissertation Advisor
Saurabh Basu, Outside Unit & Field Member
Zoubeida Ounaies, Major Field Member
Chris Rahn, Major Field Member
Sudeepta Mondal, Special Member