Device Image-IV Mapping using Variational Autoencoder for Inverse Design and Forward Prediction

Thomas Lu, Albert Lu, Hiu Yung Wong

This paper demonstrates the learning of the underlying device physics by mapping device structure images to their corresponding Current-Voltage (IV) characteristics using a novel f…