A New Strategy in Applying the Learning Machine to Study Phase Transitions

Rongxing Xu, Weicheng Fu, Hong Zhao

In this Letter, we present a new strategy for applying the learning machine to study phase transitions. We train the learning machine with samples only obtained at a non-critical p…