Berezinskii–Kosterlitz–Thouless Transition of the Two-Dimensional XY Model on the Honeycomb Lattice
Fu-Jiun Jiang
Abstract:The Berezinskii–Kosterlitz–Thouless (BKT) transition of the two-dimensional XY model on the honeycomb lattice is investigated using both the techniques of Neural network (NN) and Monte Carlo simulations. It is demonstrated in the literature that with certain plausible assumptions, the associated critical temperature TBKT, H is found to be $\frac{1}{\sqrt{2}}$ exactly. Surprisingly, the value of TBKT, H obtained from our NN calculations is 0.572(3) which deviates significantly from $\frac{1}{\sqrt{2}}$. In addi… Show more
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