Universality Results for Kinetically Constrained Spin Models in Two Dimensions
Seminar: Probability Seminar | September 12 | 3-4 p.m. | 1011 Evans Hall
Fabio Martinelli, University of Roma Tre
Kinetically constrained models (KCM) are reversible interacting particle systems on Z^d with continuous time Markov dynamics of Glauber type, which represent a natural stochastic (and non-monotone) counterpart of the family of cellular automata known as U-bootstrap percolation. KCM also display some of the peculiar features of the so-called ``glassy dynamics'', and as such, they are extensively used in the physics literature to model the liquid-glass transition, a major and longstanding open problem in condensed matter physics.
We consider two-dimensional KCM with update rule U and focus on proving universality results for the mean infection time of the origin, in the same spirit as those recently established in the setting of U-bootstrap percolation by Bollobas, Smith and Uzzell and Bollobas, Duminil-Copin, Morris and Smith.
We first identify what we believe are the correct universality classes, which turn out to be different from those of U-bootstrap percolation. We then prove universal upper bounds on the mean infection time within each class, which we conjecture to be sharp up to logarithmic corrections. In certain cases, including all supercritical models, and the well-known Duarte model, our conjecture has recently been confirmed. In fact, in these cases, our upper bound is sharp up to a constant factor in the exponent.
For certain classes of update rules, it turns out that the infection time of the KCM diverges much faster than for the corresponding U-bootstrap process when the equilibrium density of infected sites goes to zero. This is due to the occurrence of energy barriers which determine the dominant behavior for KCM, but which do not matter for the monotone bootstrap dynamics.