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Browsing by Author "Liu, Jia"

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Categorization of Coast Guard Aviation Mishaps Following Aircraft Model Transitions: A Natural Language Processing Approach 

Kauffman, Andrew (2022-03-03)  ETD File Embargoed
Aircraft model transitions at United States Coast Guard (USCG) air stations present a unique, and often hidden, set of hazards that may only be identified through reported mishaps. Although all USCG aviation mishaps are ...

Data Analytics Methods for Supply Chain Risk Management with Applications in Transportation and Manufacturing Safety 

Mehdizadeh, Amir (2021-12-06)
Supply chain management aims to understand and explain how organizations should collaborate within a chain to improve the overall competitiveness of the chain and smooth the flow of the money, material, and information ...

Drop Shock Performance of Solder Alloys in BGA Assemblies under Different Thermal Conditions 

Vyas, Palash (2024-05-03)  ETD File Embargoed
Lead-free soldering has become mainstream since the Restriction of Hazardous Substances (RoHS) Directive. Solders have come a long way from the traditional SnPb (Tin-Lead) to lead-free alloys doped with elements such as ...

Machine learning-based additive manufacturing process optimization and quality prediction with photomicrography and tomography 

Ye, Jiafeng (2023-08-03)  ETD File Embargoed
Process optimization and quality prediction are essential for promoting manufacturing quality and improving product reliability in Additive manufacturing (AM). However, the complex multi-physics processes of AM, involving ...

Portfolio Risk-Return Decision Optimization Using AI 

Yang, Junyao (2023-12-04)
Academia and businesses have extensively studied portfolio decision-making under uncertainty and risk. Prediction-based portfolio models usually forecast either the portfolio's future return or risk. On the other hand, ...