Solving Quantum Statistical Mechanics with Variational Autoregressive Networks and Quantum Circuits

Jin-Guo Liu, Liang Mao, Pan Zhang +1

We extend the ability of unitary quantum circuits by interfacing it with classical autoregressive neural networks. The combined model parametrizes a variational density matrix as a…