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MIT Theses: Recent submissions
Now showing items 49-51 of 65384
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Leveraging Temporal Fusion Transformers and Domain-Specific LLMs for Real-World Industrial Sensor Forecasting and Decision Support
(Massachusetts Institute of Technology, 2025-09)In process industries, large volumes of sensor data are generated continuously, yet much remains underutilized for proactive decision-making. This thesis explores a novel architecture that combines deep learning and large ... -
Evaluating the Influence of Surface Characteristics on Boiling and CHF Predictions with the MITB Model in Subcooled Flows
(Massachusetts Institute of Technology, 2025-09)The MIT Boiling Model (MITB) offers a detailed physics-based alternative to the empirical, correlation-based approaches of subchannel codes which are still the nuclear industry standard while limited in general applicability. ... -
Symmetries in Neural Network Functions and Parameters
(Massachusetts Institute of Technology, 2025-09)Modern neural networks are large, complex objects, which can be difficult to study and work with. In this thesis, I analyze and improve neural networks from the perspective of symmetries, with particular focus on function ...
