Temperature chaos in directed polymers
Abstract
Disordered systems such as spin glasses and polymers characteristically exhibit random energy landscapes with many macroscopically separated energetic valleys corresponding to near-ground states. This high complexity renders these systems extremely sensitive to perturbations of external parameters. For instance, the support of associated Gibbs measures may change macroscopically under such perturbations, a phenomenon known as chaos in the literature. In experiments, chaotic phenomena are typically studied via temperature perturbations. In this article, we initiate the rigorous study of temperature-chaotic properties of the continuum directed random polymer (CDRP), a canonical model in the KPZ universality class. The CDRP is driven by white noise and is parametrized by inverse temperature , and is known [Wu '26, Das-Zhu '24] to converge in the zero-temperature limit to the directed landscape constructed in [Dauvergne-Ortmann-Vir\'ag '22], the putative universal scaling limit of models in the KPZ universality class. The main result of this article considers the CDRP free energies coupled through the same white noise at a pair of inverse temperatures , and shows that they decouple in the limit , converging to a pair of independent directed landscapes. This is the first such "energetic de-correlation across temperatures" result. Our key estimate measures the "pivotality" or "influence" of spatially thin strips in models of last passage percolation. As a byproduct, the proof strategy also allows to show that the directed landscape is a two-dimensional black noise (in the sense of [Tsirelson-Vershik '98]), previously conjectured by Vir\'ag. This provides the third known example of a two-dimensional black noise after critical planar percolation [Schramm-Smirnov '11] and the Brownian web [Ellis-Feldheim '16].
Cite
@article{arxiv.2607.18194,
title = {Temperature chaos in directed polymers},
author = {Shirshendu Ganguly and Victor Ginsburg and Zoe Himwich},
journal= {arXiv preprint arXiv:2607.18194},
year = {2026}
}
Comments
136 pages, 17 figures. Abstract shortened to meet arXiv requirements