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20212025
most citedMachine learning phases of an Abelian gauge theory

6 citations · 8 across the 8 of their papers we have counts for

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cond-mat.stat-mech2021

Neural network evidence of a weakly first order phase transition for the two-dimensional 5-state Potts model

Yuan-Heng Tseng, Yun-Hsuan Tseng, Fu-Jiun Jiang

A universal (supervised) neural network (NN), which is only trained once on a one-dimensional lattice of 200 sites, is employed to study the phase transition of the two-dimensional…