Super-resolution of spin configurations based on flow-based generative models

Kenta Shiina, Lee Hwee Kuan, Hiroyuki Mori +2

We present a super-resolution method for spin systems using a flow-based generative model that is a deep generative model with reversible neural network architecture. Starting from…