Graduate Theses: Recent submissions
Now showing items 394-396 of 36544
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Sensor simulation for autonomous vehicles: Diffusion based image and depth generation for driving scenes
(Massachusetts Institute of Technology, 2025-05)Background: Autonomous vehicle (AV) testing requires extensive real-world data collection, which is costly and time-consuming. Existing simulation techniques struggle to generate high-fidelity sensor data, particularly for ... -
Predictive Modelling of Customer Membership Purchases to Minimize Marketing Costs
(Massachusetts Institute of Technology, 2025-05)This thesis develops and evaluates a series of predictive models to improve the efficiency of marketing resource allocation in the context of an outbound campaign for a premium membership product. The central objective is ... -
Data, Analytics, and Optimization for Production Planning
(Massachusetts Institute of Technology, 2025-05)This thesis serves as a case study for the implementation of data analytics and optimization within a high mix low volume electronics production environment in the Aerospace and Defense industry. This case study demonstrates ...
