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The continuum disordered pinning model.

Francesco Caravenna1, Rongfeng Sun2, Nikos Zygouras3

  • 1Dipartimento di Matematica e Applicazioni, Università degli Studi di Milano-Bicocca, via Cozzi 55, 20125 Milano, Italy.

Probability Theory and Related Fields
|February 16, 2016
PubMed
Summary
This summary is machine-generated.

Renewal processes with polynomial tails exhibit a scaling limit known as the alpha-stable regenerative set. For alpha=2, Gibbs transformations in a random environment yield a universal continuum disordered pinning model (CDPM).

Keywords:
Disorder relevanceFell–Matheron topologyHausdorff metricPinning modelRandom polymerScaling limitWeak disorderWiener Chaos expansion

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Area of Science:

  • Probability Theory
  • Stochastic Processes
  • Statistical Mechanics

Background:

  • Renewal processes with polynomial tails possess a non-trivial scaling limit, the alpha-stable regenerative set.
  • Disordered pinning models are Gibbs transformations of renewal processes in an i.i.d. random environment.

Purpose of the Study:

  • To investigate the scaling limit of disordered pinning models for alpha=2.
  • To introduce and characterize the continuum disordered pinning model (CDPM).

Main Methods:

  • Analysis of Gibbs transformations of renewal processes in a random environment.
  • Study of scaling limits and universal properties of stochastic models.

Main Results:

  • For alpha=2, disordered pinning models exhibit a universal scaling limit, the continuum disordered pinning model (CDPM).
  • The CDPM is a random closed subset of R^2 in a white noise random environment.
  • While fixed properties (e.g., Hausdorff dimension) are preserved, the law of the CDPM is singular with respect to the alpha-stable regenerative set.

Conclusions:

  • The existence of the CDPM demonstrates disorder relevance for pinning models when alpha=2.
  • The CDPM represents a novel disordered continuum model with unique statistical properties.