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Start Over Year 2024 Keyword Machine Learning

1. Multi-Agent Deep Reinforcement Learning Applications to Capture the Flag-Style Scenarios

open_access
Open Access
Author:
Perkinson, Kyle
Title:
Multi-Agent Deep Reinforcement Learning Applications to Capture the Flag-Style Scenarios
Graduate Program:
Mechanical Engineering (MS)
Keywords:
Machine Learning
Reinforcement Learning
Multi-Agent Reinforcement Learning
File:
Download ThesisFinal3_22.pdf
Committee Members:
Michael Roan, Thesis Advisor/Co-Advisor
Alfred Scott Lewis, Committee Member
Robert Francis Kunz, Program Head/Chair
Sara B Noss, Committee Member

2. Model Learning and Predictive Control of Laser Powder Bed Fusion

open_access
Open Access
Author:
Ren, Yong
Title:
Model Learning and Predictive Control of Laser Powder Bed Fusion
Graduate Program:
Mechanical Engineering (PHD)
Keywords:
Laser Powder Bed Fusion
Machine Learning
Optimal Control
Finite Difference Method
Melt-Pool Geometry
Temperature Evolution
File:
Download Ren-Dissertation-V2.5.pdf
Committee Members:
Guhaprasanna Manogharan, Major Field Member
Qian Wang, Chair & Dissertation Advisor
Xiang Yang, Major Field Member
Robert Kunz, Professor in Charge/Director of Graduate Studies
Edward Reutzel, Outside Unit & Field Member

3. Neural Embedded Optimization For Integrated Location and Routing Problems

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Restricted (Penn State Only)
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
File:
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Committee Members:
Anirudh Subramanyam, Thesis Advisor/Co-Advisor
Soundar Kumara, Committee Member
Steven Landry, Program Head/Chair

4. Composition-process-structure linkages in metal additive manufacturing

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Restricted (Penn State Only)
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

5. Automated and Semi-Automated Assessment of STEM Reasoning Questions

open_access
Open Access
Author:
Li, Zhaohui
Title:
Automated and Semi-Automated Assessment of STEM Reasoning Questions
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Automated Assessment
Machine Learning
Selective PredictionHuman-in-the-Loop
NLP
Education
Relation Networks
Contrastive Learning
Human-in-the-Loop
Selective Prediction
File:
Download ZhaohuiLI_thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Dongwon Lee, Outside Unit & Field Member
Huijuan Xu, Major Field Member
Rui Zhang, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor

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

restricted_to_institution
Restricted (Penn State Only)
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
File:
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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