Y. Tseng

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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.dis-nn2023

Detection of Berezinskii--Kosterlitz--Thouless transitions for the two-dimensional $q$ -state clock models with neural networks

Yaun-Heng Tseng, Fu-Jiun Jiang

Using the technique of supervised neural networks (NN), we study the phase transitions of two-dimensional (2D) 6- and 8-state clock models on the square lattice. The employed NN ha…

Detection of Berezinskii--Kosterlitz--Thouless transitions for the two-dimensional q-state clock models with neural networks

Detection of Berezinskii--Kosterlitz--Thouless transitions for the two-dimensional $q$ -state clock models with neural networks