The Structure of Emulations in Classical Spin Models: Modularity and Universality
This paper establishes a constructive framework for emulations between classical spin models, proving that they preserve key computational properties, are modular and composable, and that a model is universal if and only if it is scalable, closed, and functionally complete, with the 2D Ising model with fields serving as a universal example.