Benchmarking a restricted Boltzmann machine on the ${\mathbb{Z}}_2$ Bose-Hubbard chain in the adiabatic hard-core regime

Gustavo Alejandro Avalos Valentín, Roman Josué Armenta Rico, Isaac Pérez Castillo

We study the ground state of the ${\mathbb{Z}}_2$ Bose-Hubbard chain in the adiabatic hard-core limit at half filling using variational Monte Carlo with a shallow restricted Boltzman…