Dissertation Machine Learning in Materials Science -- A case study in Carbon Nanotube field effect transistors

Shulin 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 CNTFET…