Infinite particle systems of long range jumps with long range interactions
Syota Esaki

TL;DR
This paper develops a general framework for constructing infinite particle systems with long-range jumps and interactions, applicable to systems with stable processes and logarithmic or polynomial decay potentials, expanding understanding of such complex systems.
Contribution
It introduces a broad theorem for constructing infinite particle systems with long-range interactions, applicable to various potentials and stable processes, under certain conditions.
Findings
Construction possible for any α in (0, 2) with translation-invariant equilibrium measure.
System can be constructed for potentials from random matrix theory and Ruelle's class.
Restrictions depend on the growth of the 1-correlation function of the measure.
Abstract
In this paper a general theorem of constructing infinite particle systems of jump types with long range interactions is presented. It can be applied to the system that each particle undergoes an -stable process and interaction between particles is given by the logarithmic potential appearing random matrix theory or potentials of Ruelle's class with polynomial decay. It is shown that the system can be constructed for any if its equilibrium measure is translation invariant, and is restricted by the growth order of the 1-correlation function of the measure in general case.
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.
