Supervised learning of an interacting 2D hard-core boson model of a weak topological insulator using correlation functions

Amrita Ghosh, Mugdha Sarkar

We study a system of hard-core bosons on a two-dimensional periodic honeycomb lattice subjected to an on-site potential with alternating signs along $y$-direction, using machine le…