Machine Learning for Analog IC Design

All the research papers posted here are the final accepted manuscript. For the final accepted paper, please check the links in the following. Also, please see my Google Scholar here.

Design and Optimization of Low-Dropout Voltage Regulator Using Relational Graph Neural Network and Reinforcement Learning in Open-Source SKY130 Process

Design and Optimization of T-Coil-Enhanced ESD Circuit with Upsampling Convolutional Neural Network