most citedCan a CNN trained on the Ising model detect the phase transition of the -state Potts model?

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cond-mat.dis-nn2021★ 14 cited

Can a CNN trained on the Ising model detect the phase transition of the -state Potts model?

Kimihiko Fukushima, Kazumitsu Sakai

Employing a deep convolutional neural network (deep CNN) trained on spin configurations of the 2D Ising model and the temperatures, we examine whether the deep CNN can detect the p…