GinOE number variance scaling limits

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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

Var⁡Na(1)=Var⁡NaC+Var⁡NaR+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 N→∞N\to\infty, the following limits are expected. For fixed a∈(0,1)a\in(0,1),

Var⁡NaCN/π∼22 a,Var⁡NaRN/π∼(22−2) 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/π∼−2(22−2) 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

Var⁡Na(1)N/π∼2a.\frac{\operatorname{Var}\mathcal{N}_a^{(1)}}{\sqrt{N/\pi}}\sim2a.

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

Var⁡Na(1)N/π∼2f(S),f(S)=2π∫−∞Serfc⁡(t)erfc⁡(−t)4 dt.\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,

Var⁡NaCN/π∼22−2,Var⁡NaRN/π∼22−2,\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/π∼−2(22−2),Var⁡Na(1)N/π∼0.2\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.

References

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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