Solution of the Critical Dynamics of the Mean-Field Kob-Andersen Model
Gianmarco Perrupato, Tommaso Rizzo

TL;DR
This paper analytically solves the critical dynamics of the Kob-Andersen model on Bethe lattices, revealing that its behavior aligns with Mode-Coupling Theory and validating predictions through numerical simulations.
Contribution
It provides the first analytical solution for the critical dynamics of the Kob-Andersen model on Bethe lattices, connecting it to Mode-Coupling Theory.
Findings
Critical behavior follows Mode-Coupling Theory equations
Predicted dynamical exponents match numerical simulations
Applicable to both continuous and discontinuous transitions
Abstract
We analytically solve the critical dynamics of the Kob-Andersen kinetically constrained model of supercooled liquids on the Bethe lattice, employing a combinatorial argument based on the cavity method. For arbitrary values of graph connectivity z and facilitation parameter m, we demonstrate that the critical behavior of the order parameter is governed by equations of motion equivalent to those found in Mode-Coupling Theory. The resulting predictions for the dynamical exponents are validated through direct comparisons with numerical simulations that include both continuous and discontinuous transition scenarios.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMathematical and Theoretical Epidemiology and Ecology Models
