Polynomial chaos and scaling limits of disordered systems

被引:60
|
作者
Caravenna, Francesco [1 ]
Sun, Rongfeng [2 ]
Zygouras, Nikos [3 ]
机构
[1] Univ Milano Bicocca, Dipartimento Matemat & Applicaz, Via Cozzi 55, I-20125 Milan, Italy
[2] Natl Univ Singapore, Dept Math, 10 Lower Kent Ridge Rd, Singapore 119076, Singapore
[3] Univ Warwick, Dept Stat, Coventry CV4 7AL, W Midlands, England
基金
英国工程与自然科学研究理事会; 欧洲研究理事会;
关键词
Continuum limit; finite size scaling; Lindeberg principle; polynomial chaos; Wiener chaos; disordered pinning model; directed polymer model; random field Ising model; DIRECTED RANDOM POLYMER; PHASE-TRANSITIONS; COPOLYMER MODELS; PINNING MODELS; INVARIANCE; VARIABLES; PRINCIPLE; EQUATION;
D O I
10.4171/JEMS/660
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Inspired by recent work of Alberts, Khanin and Quastel [AKQ14a], we formulate general conditions ensuring that a sequence of multi-linear polynomials of independent random variables (called polynomial chaos expansions) converges to a limiting random variable, given by a Wiener chaos expansion over the d-dimensional white noise. A key ingredient in our approach is a Lindeberg principle for polynomial chaos expansions, which extends earlier work of Mossel, O'Donnell and Oleszkiewicz [MOO10]. These results provide a unified framework to study the continuum and weak disorder scaling limits of statistical mechanics systems that are disorder relevant, including the disordered pinning model, the (long-range) directed polymer model in dimension 1 + 1, and the two-dimensional random field Ising model. This gives a new perspective in the study of disorder relevance, and leads to interesting new continuum models that deserve further studies.
引用
收藏
页码:1 / 65
页数:65
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