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Law of Large Numbers for the Maximum of the Two-Dimensional Coulomb Gas Potential

Electronic Journal of Probability(2024)SCI 3区

Cited 2|Views7
Abstract
We derive the leading order asymptotics of the logarithmic potential of a twodimensional Coulomb gas at arbitrary positive temperature. The proof is basedon precise evaluation of exponential moments, and the theory of Gaussianmultiplicative chaos.
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Coulomb Gas,log-correlated fields,Gaussian Multiplicative Chaos
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要点】:该论文主要推导了在任意正温度下,二维库仑气体的对数势的领先渐近性质,其创新点在于通过精确评估指数矩和高斯乘积混沌理论,实现了对二维库仑气体对数势的精确描述。

方法】:论文采用的方法是基于精确的指数矩评估和高斯乘积混沌理论。

实验】:实验主要是对二维库仑气体的对数势进行研究,使用的数据集未在摘要中提及,但结果表明,该理论能够准确描述二维库仑气体的对数势的领先渐近性质。