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Author:

Kumar, Vishnu

Title:

Supply Chain Resilience through Small and Medium-Sized Enterprises (SMEs): Representation, Partnership Prediction, and Standardization using Graph Databases

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Supply Chain
Graph Database
Knowledge Graph
Machine Learning
Link Prediction
RDF
Manufacturing
BioPharma

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Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair & Dissertation Advisor
Timothy Simpson, Outside Field Member
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit Member
Vijay Srinivasan, Special Member

Author:

Balaji, Laxmaan

Title:

A Differentiable Synthetic Prediction Market

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Prediction Market
Synthetic Prediction Market
Supervised Learning
Classification

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Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Sarah Michele Rajtmajer, Thesis Advisor/Co-Advisor
Christopher H Griffin, Committee Member

Author:

Ayala, Harshita

Title:

Neural Embedded Optimization For Integrated Location and Routing Problems

Graduate Program:

Industrial Engineering (MS)

Keywords:

Location Routing Problems
Neural Networks
Machine Learning
Mixed Integer Programming

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Committee Members:

Anirudh Subramanyam, Thesis Advisor/Co-Advisor
Soundar Kumara, Committee Member
Steven Landry, Program Head/Chair

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

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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

Author:

Zhang, Cheng

Title:

In-situ Evaluation of Asphalt Pavement Modulus with Embedded Wireless Sensors: Data Collection, Processing, and Modeling

Graduate Program:

Civil Engineering (PHD)

Keywords:

Asphalt Pavement
Pavement Condition Evaluation
Embedded Sensor
Wireless MEMS
Empirical Mode Decomposition
Machine Learning
Traffic Speed Estimation
Dynamic Modulus Estimation

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Committee Members:

Linbing Wang, Special Member
Shimin Liu, Outside Unit & Field Member
Hai Huang, Co-Chair & Dissertation Advisor
Mansour Solaimanian, Major Field Member
Shihui Shen, Co-Chair & Dissertation Advisor
Farshad Rajabipour, Program Head/Chair