Determine the universality class of the Néel transition

Determine whether the finite-temperature transition into the Néel-ordered phase of the classical antiferromagnetic Ising model on the Shastry–Sutherland lattice remains in the two-dimensional Ising universality class for all \(0<\alpha<1\), and identify any tricritical point if the universality class changes.

Background

At α=0\alpha=0, the model reduces to the square-lattice antiferromagnetic Ising model, whose transition belongs to the Ising universality class. The transition temperature is expected to decrease as α\alpha increases and to reach zero at α=1\alpha=1.

The paper notes that the behavior of the transition line for intermediate coupling ratios has not been investigated. Results at α=0.5\alpha=0.5 are consistent with Ising criticality, while analogy with a related square-lattice model suggests that a tricritical point might occur at some α∗∈(0.5,1)\alpha^*\in(0.5,1).

References

However, whether the transition stays within the Ising universality class remains unexplored and would be of interest for a future study.

— Accurate ground-state entropies from population Monte Carlo: The antiferromagnetic Ising model on the Shastry-Sutherland lattice  (2609.37174 - Gessert et al., 29 Sep 2026) in Section 5, Conclusion and outlook