Universal quantum phase classification on quantum computers from machine learning

Weicheng Ye, Shuwei Liu, Shiyu Zhou +1

The classification of quantum phases of matter remains a fundamental challenge in condensed matter physics. We present a novel framework that combines shadow tomography with modern…