GinOE number variance scaling limits

Let Na\mathcal{N}_a be the number of eigenvalues in the disc of radius aa, decomposed as Na=NaC+NaR\mathcal{N}_a=\mathcal{N}_a^\mathbb{C}+\mathcal{N}_a^\mathbb{R} into complex and real eigenvalues. For the real Ginibre ensemble, write

VarNa(1)=VarNaC+VarNaR+2Cov(NaC,NaR).\operatorname{Var} \mathcal{N}_a^{(1)}=\operatorname{Var} \mathcal{N}_a^\mathbb{C}+\operatorname{Var} \mathcal{N}_a^\mathbb{R}+2\operatorname{Cov}(\mathcal{N}_a^\mathbb{C},\mathcal{N}_a^\mathbb{R}).

GinOE number variance scaling limits. As NN\to\infty, the following limits are expected. For fixed a(0,1)a\in(0,1),

VarNaCN/π22a,VarNaRN/π(222)a,\frac{\operatorname{Var}\mathcal{N}_a^\mathbb{C}}{\sqrt{N/\pi}}\sim2\sqrt{2}\,a,\qquad \frac{\operatorname{Var}\mathcal{N}_a^\mathbb{R}}{\sqrt{N/\pi}}\sim(2\sqrt{2}-2)\,a, 2Cov(NaC,NaR)N/π2(222)a,2\frac{\operatorname{Cov}(\mathcal{N}_a^\mathbb{C},\mathcal{N}_a^\mathbb{R})}{\sqrt{N/\pi}}\sim-2(2\sqrt{2}-2)\,a,

and hence

VarNa(1)N/π2a.\frac{\operatorname{Var}\mathcal{N}_a^{(1)}}{\sqrt{N/\pi}}\sim2a.

In the edge scaling a=1S/2Na=1-\mathcal{S}/\sqrt{2N},

VarNa(1)N/π2f(S),f(S)=2πSerfc(t)erfc(t)4dt.\frac{\operatorname{Var}\mathcal{N}_a^{(1)}}{\sqrt{N/\pi}}\sim2f(\mathcal{S}),\qquad f(\mathcal{S})=\sqrt{2\pi}\int_{-\infty}^{\mathcal{S}}\frac{\operatorname{erfc}(t)\operatorname{erfc}(-t)}{4}\,dt.

For fixed a>1a>1,

VarNaCN/π222,VarNaRN/π222,\frac{\operatorname{Var}\mathcal{N}_a^\mathbb{C}}{\sqrt{N/\pi}}\sim2\sqrt{2}-2,\qquad \frac{\operatorname{Var}\mathcal{N}_a^\mathbb{R}}{\sqrt{N/\pi}}\sim2\sqrt{2}-2, 2Cov(NaC,NaR)N/π2(222),VarNa(1)N/π0.2\frac{\operatorname{Cov}(\mathcal{N}_a^\mathbb{C},\mathcal{N}_a^\mathbb{R})}{\sqrt{N/\pi}}\sim-2(2\sqrt{2}-2),\qquad \frac{\operatorname{Var}\mathcal{N}_a^{(1)}}{\sqrt{N/\pi}}\sim0.

These predictions describe the bulk, edge, and outside scaling regimes of the number variance for the real Ginibre ensemble. The corresponding limiting behaviour is known for the complex and symplectic Ginibre ensembles, while the stated real-ensemble limits remain conjectural in this source.

Sources & referencesView supporting material

Primary source

Gernot Akemann, Sung-Soo Byun, Markus Ebke and Gregory Schehr, “Universality in the number variance and counting statistics of the real and symplectic Ginibre ensemble”, arXiv:2308.05519 (2023).

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