Browsing Theses and Dissertations by Subject "CAD Integrable Machine Learning"

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DEVELOPMENT AND DEPLOYMENT OF CAD INTEGRABLE MACHINE LEARNING BASED MODELLING TECHNIQUES FOR ADVANCED RF DEVICES

Khan, Kashif (School of Engineering and Digital Sciences, 2023)

This research investigates and advances effective machine learning (ML) methodologies for analyzing the performance of gallium nitride (GaN) high electron mobility transistors (HEMTs). A multilayer perceptron (MLP) framework ...