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

14 citations · 14 across the 1 of their papers we have counts for

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2 papers

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…

cond-mat.stat-mech2019

Numerical Study on a Crossing Probability for the Four-State Potts Model: Logarithmic Correction to the Finite-Size Scaling

Kimihiko Fukushima, Kazumitsu Sakai

A crossing probability for the critical four-state Potts model on an rectangle on a square lattice is numerically studied. The crossing probability here denotes the pro…