Dynamics and geometric properties of the k-Trigonometric model
F.Zamponi, L.Angelani, L.F.Cugliandolo, J.Kurchan, G.Ruocco

TL;DR
This paper investigates the dynamics and geometric features of the k-Trigonometric Model, revealing how its potential energy surfaces and system dynamics behave across different interaction orders, with analytical and numerical insights.
Contribution
The study provides an analytical framework linking single-particle dynamics, potential energy surface saddles, and correlation functions in the k-Trigonometric Model.
Findings
Analytical expression for the diffusion constant.
Effective one-degree-of-freedom dynamical system.
Identification of PES saddles visited at fixed temperature.
Abstract
We analyze the dynamics and the geometric properties of the Potential Energy Surfaces (PES) of the k-Trigonometric Model (kTM), defined by a fully-connected k-body interaction. This model has no thermodynamic transition for k=1, a second order one for k=2, and a first order one for k>2. In this paper we i) show that the single particle dynamics can be traced back to an effective dynamical system (with only one degree of freedom); ii) compute the diffusion constant analytically; iii) determine analytically several properties of the self correlation functions apart from the relaxation times which we calculate numerically; iv) relate the collective correlation functions to the ones of the effective degree of freedom using an exact Dyson-like equation; v) using two analytical methods, calculate the saddles of the PES that are visited by the system evolving at fixed temperature. On the one…
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.
