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Sign-balance of random Laplace eigenfunctions

Probability 2026-05-22 v2 Mathematical Physics math.MP

Abstract

Motivated by the problem of the small-scale sign distribution of Laplace eigenfunctions, we introduce a strong notion of sign-balance for (eigen)functions, and prove that random eigenfunctions are sign-balanced above a precisely determined scale with almost full probability. The scale is proven to be optimal up to a logarithmic power of the energy. Our results include the important case of random spherical harmonics, as well as more general band-limited random waves on smooth Riemannian manifolds. Extending the notion of balance to arbitrary levels, we determine the precise optimum scale above which random eigenfunctions are volume-balanced with respect to non-zero levels. Beyond their intrinsic interest, our results serve as a model for a natural conjecture on the optimal scale at which deterministic Laplace eigenfunctions are sign-balanced.

Keywords

Cite

@article{arxiv.2604.22567,
  title  = {Sign-balance of random Laplace eigenfunctions},
  author = {Stephen Muirhead and Igor Wigman},
  journal= {arXiv preprint arXiv:2604.22567},
  year   = {2026}
}

Comments

Minor corrections. 42 pages, 2 figures

R2 v1 2026-07-01T12:33:51.828Z