Quadratic short-range order corrections to the mean-field free energy
Igor Tsatskis (University of Cambridge)

TL;DR
This paper introduces a quadratic correction method for the free energy in order-disorder systems, improving the accuracy of transition temperature predictions for cubic Ising ferromagnets.
Contribution
It presents a novel quadratic approximation for short-range order corrections using cumulant expansion, applicable to various phases and interactions.
Findings
Enhanced transition temperature estimates for cubic Ising ferromagnets.
Second-order correlation corrections improve mean-field free energy calculations.
Method applicable to arbitrary thermodynamic phases and interaction types.
Abstract
A method for calculating the short-range order part of the free energy of order-disorder systems is proposed. The method is based on the apllication of the cumulant expansion to the exact configurational entropy. Second-order correlation corrections to the mean-field approximation for the free energy are calculated for arbitrary thermodynamic phase and type of interactions. The resulting quadratic approximation for the correlation entropy leads to substantially better values of transition temperatures for the nearest-neighbour cubic Ising ferromagnets.
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.
