Bidirectional-Stability Breaking in Thermodynamic Average for Classical Discrete Systems
Koretaka Yuge, Shouno Ohta

TL;DR
This paper investigates the stability of inverse determination of potential energy surfaces in classical discrete systems, revealing that stability breaking is governed by geometric properties of the lattice, independent of thermodynamic variables.
Contribution
It quantitatively formulates how bidirectional stability breaks in thermodynamic averages, linking it to geometric lattice information without thermodynamic data.
Findings
Stability breaking is dominated by divergence and Jacobian of a vector field in configuration space.
The stability breaking can be predicted solely from lattice geometry.
A new quantitative framework for stability analysis in classical systems is proposed.
Abstract
For classical systems, expectation value of macroscopic property in equilibrium state can be typically provided through thermodynamic (so-called canonical) average, where summation is taken over possible states in phase space (or in crystalline solids, it is typically approximated on cofiguration space). Although we have a number of theoretical approaches enabling to quantitatively estimate equilibrium properties by applying given potential energy surface (PES) to the thermodynamic average, it is generally unclear whether PES can be stablly, inversely determined from a given set of properties. This essentially comes from the fact that bidirectional stability characters of thermodynamic average for classical system is not sufficiently understood so far. Our recent study reveals that for classical discrete system, this property for a set of microscopic states satisfying special condition…
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.
