English

Expected number of nodal components for cut-off fractional Gaussian fields

Probability 2018-11-28 v2 Differential Geometry

Abstract

Let (X,g)({\mathcal{X}},g) be a closed Riemmanian manifold of dimension n>0n>0. Let Δ\Delta be the Laplacian on X{\mathcal{X}}, and let (e_k)_k(e\_k)\_k be an L2L^2-orthonormal and dense family of Laplace eigenfunctions with respective eigenvalues (λ_k)_k(\lambda\_k)\_k. We assume that (λ_k)_k(\lambda\_k)\_k is non-decreasing and that the e_ke\_k are real-valued. Let (ξ_k)_k(\xi\_k)\_k be a sequence of iid N(0,1)\mathcal{N}(0,1) random variables. For each L>0L>0 and sRs\in{\mathbb{R}}, possibly negative, setfs_L=_0<λ_jLλ_js2ξ_je_j.f^s\_L=\sum\_{0<\lambda\_j\leq L}\lambda\_j^{-\frac{s}{2}}\xi\_je\_j\, .Then, f_Lsf\_L^s is almost surely regular on its zero set. Let N_LN\_L be the number of connected components of its zero set. If s<n2s<\frac{n}{2}, then we deduce that there exists ν=ν(n,s)>0\nu=\nu(n,s)>0 such that N_LνVol_g(X)Ln/2N\_L\sim \nu {Vol}\_g({\mathcal{X}})L^{n/2} in L1L^1 and almost surely. In particular, E[N_L]Ln/2{\mathbb{E}}[N\_L]\asymp L^{n/2}. On the other hand, we prove that if s=n2s=\frac{n}{2} thenE[N_L]Ln/2ln(L1/2).{\mathbb{E}}[N\_L]\asymp \frac{L^{n/2}}{\sqrt{\ln\left(L^{1/2}\right)}}\, .In the latter case, we also obtain an upper bound for the expected Euler characteristic of the zero set of f_Lsf\_L^s and for its Betti numbers. In the case s>n/2s>n/2, the pointwise variance of f_Lsf\_L^s converges so it is not expected to have universal behavior as L+L\rightarrow+\infty.

Keywords

Cite

@article{arxiv.1801.06999,
  title  = {Expected number of nodal components for cut-off fractional Gaussian fields},
  author = {Alejandro Rivera},
  journal= {arXiv preprint arXiv:1801.06999},
  year   = {2018}
}

Comments

31 pages, corrections of typographical mistakes, correction in Theorem 1.3 and details added in proofs