APP-PHJan 19, 2025
Dissertation Machine Learning in Materials Science -- A case study in Carbon Nanotube field effect transistorsShulin Tan
In this thesis, I explored the use of several machine learning techniques, including neural networks, simulation-based inference, and generative flow networks, on predicting CNTFETs performance, probing the conductivity properties of CNT network, and generating CNTFETs processing information for target performance.