Application of large deviation theory to the mean-field phi^4-model
Ingo Hahn, Michael Kastner

TL;DR
This paper applies large deviation theory to analyze the mean-field phi^4-model, deriving the microcanonical entropy and identifying a continuous phase transition with an analytical critical energy expression.
Contribution
It introduces a large deviation approach to compute microcanonical entropy and phase transition properties in the mean-field phi^4-model, providing analytical results.
Findings
Identifies a continuous phase transition in the model.
Derives an explicit formula for the critical energy v_c(J).
Shows consistency with canonical ensemble results.
Abstract
A large deviation technique is used to calculate the microcanonical entropy function s(v,m) of the mean-field phi^4-model as a function of the potential energy v and the magnetization m. As in the canonical ensemble, a continuous phase transition is found. An analytical expression is obtained for the critical energy v_c(J) as a function of the coupling parameter J.
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.
