English

Cohen-Lenstra flag universality for random matrix products

Probability 2025-08-15 v1 Combinatorics Number Theory

Abstract

For n×nn \times n random integer matrices M1,,MkM_1,\ldots,M_k, the cokernels of the partial products cok(M1Mi),1ik\mathrm{cok}(M_1 \cdots M_i), 1 \leq i \leq k naturally define a random flag of abelian pp-groups. We prove that as nn \to \infty, this flag converges universally, for any nondegenerate entry distribution, to the Cohen-Lenstra type measure which weights each flag inversely proportional to the size of its automorphism group. As a corollary, we prove universality of certain formulas for the limiting conditional distribution of cok(M1M2)\mathrm{cok}(M_1M_2) given cok(M1),cok(M2)\mathrm{cok}(M_1),\mathrm{cok}(M_2) in terms of Hall-Littlewood structure constants, which were previously obtained only for Haar matrices over Zp\mathbb{Z}_p. Our proofs combine the general technology of Sawin-Wood, matrix product moment computations following those of Nguyen-Van Peski, and the computation done previously for Haar pp-adic matrices by Huang.

Keywords

Cite

@article{arxiv.2508.10127,
  title  = {Cohen-Lenstra flag universality for random matrix products},
  author = {Yifeng Huang and Hoi H. Nguyen and Roger Van Peski},
  journal= {arXiv preprint arXiv:2508.10127},
  year   = {2025}
}

Comments

28 pages

R2 v1 2026-07-01T04:48:47.851Z