MIT Libraries: Recent submissions
Now showing items 58-60 of 65452
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Development of a Physics-Constrained Machine Learning Model for Generalized Quasi-Linear Diffusion Coefficient Prediction in Lower Hybrid Current Drive Scenarios
(Massachusetts Institute of Technology, 2025-09)In this thesis, machine learning models for predicting the quasi-linear diffusion coefficient (D_QL) are explored, compared, and evaluated. A novel machine learning framework with physical constraints specifically designed ... -
Analysis of Runaway-Electron-Driven Whistler Waves on MST
(Massachusetts Institute of Technology, 2025-09)This thesis presents a detailed linear and quasilinear analysis of runaway-electron-driven whistler waves using experimental data from shot 1220511040 on the Madison Symmetric Torus (MST). A key novel aspect of this work ... -
Complete and continuous methane pyrolysis to produce carbon construction materials and hydrogen
(Massachusetts Institute of Technology, 2025-09)Apart from being considered for prospective energy applications, hydrogen (H₂) today plays a pivotal role in growing food for the global population, serving as a key ingredient for ammonia-based fertilizers. However, ...
