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Directed Polymer Transfer Matrices as a Unified Generator of Distinct One-Point Fluctuation Laws

Soft Condensed Matter 2026-03-17 v1 Disordered Systems and Neural Networks Mathematical Physics math.MP Data Analysis, Statistics and Probability

Abstract

We revisit the transfer-matrix approach to directed polymers in random media and show that a single ensemble of random transfer-matrix products provides a unified realization of the canonical one-point fluctuation laws in (1+1)(1+1) dimensions. For a fixed disorder realization, the polymer partition function is obtained as a contraction of the same product matrix W(t)W(t), and different contractions reproduce the standard KPZ subclasses: Tracy-Widom GUE (point-to-point), GOE (point-to-line), GSE (half-space point-to-point), and Baik-Rains (stationary line-to-point). In each case, we observe t1/3t^{1/3} free-energy fluctuation growth and convergence of standardized distributions with low-order cumulants close to the corresponding universal benchmarks. Viewing geometry-dependent subclasses as projections of a single matrix-product ensemble naturally suggests additional observables intrinsic to W(t)W(t). As an example, we examine the leading eigenvalue λ1(t)\lambda_1(t) whose logarithm exhibits t1/3t^{1/3} scaling, while its standardized statistics remain distinct from the canonical Tracy-Widom laws within the accessible range. This transfer-matrix perspective thus organizes known KPZ one-point subclasses within a finite-dimensional matrix framework and highlights matrix-level fluctuation observables beyond geometry-selected universality classes.

Keywords

Cite

@article{arxiv.2603.14477,
  title  = {Directed Polymer Transfer Matrices as a Unified Generator of Distinct One-Point Fluctuation Laws},
  author = {Sen Mu and Abbas Ali Saberi and Roderich Moessner and Mehran Kardar},
  journal= {arXiv preprint arXiv:2603.14477},
  year   = {2026}
}

Comments

8 pages, 8 figures,