High-resolution mapping of the phase boundary of the honeycomb-lattice Blume--Capel ferromagnet
Abstract: We present a high-resolution numerical study of the spin-1 Blume--Capel ferromagnet on the honeycomb lattice (). Wang--Landau estimates of the joint density of states , combined with field mixing, are used to map the first-order transition line and locate the tricritical point at . Histogram reweighting of Metropolis simulations for and $48$ provides an independent consistency check, with a crossing temperature near $0.4039$, compatible with the Wang--Landau extrapolation. From the field-mixing analysis we obtain , while the slope of the multicanonical coexistence line yields the consistent and more precise estimate . Normalizing by the zero-temperature field , the available honeycomb, square, triangular, and simple-cubic estimates cluster near , corresponding to a magnitude about larger than the mean-field value ; no systematic dependence on coordination number or dimensionality is resolved over the range examined. Finite-size scaling of gives , consistent with the tricritical Ising value $9/5$, while the fourth-order cumulant scaling is compatible with . Deep in the first-order regime, the cumulant approaches the expected two-phase limit . Multicanonical simulations up to , using weights constructed directly from the Wang--Landau density of states for and rescaled and refined for larger systems, yield an interface-tension exponent , consistent with the tricritical prediction . Finally, we map the continuous branch of the phase boundary from the same density-of-states data, obtaining ; estimates sufficiently close to the tricritical point are affected by crossover from Ising to tricritical scaling.
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