Katz–Sarnak density conjecture for families of L-functions

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Let L(s)L(s) be an LL-function with nontrivial zeros written as ρ=12+iγ\rho=\frac12+i\gamma, let γ~=log⁡c(L)2πγ\tilde{\gamma}=\frac{\log c(L)}{2\pi}\gamma, and for an even Schwartz function ϕ\phi on R\mathbb{R} with compactly supported Fourier transform define

D(L,ϕ):=∑γϕ(γ~).D(L,\phi):=\sum_\gamma\phi(\tilde{\gamma}).

Let F\mathcal{F} be a family of LL-functions, and let FX\mathcal{F}_X be a finite truncation increasing to F\mathcal{F} as XX grows. Katz–Sarnak density conjecture. There is a classical group GG among U\mathrm{U}, SO(even)\mathrm{SO(even)}, SO(odd)\mathrm{SO(odd)}, O\mathrm{O}, and Sp\mathrm{Sp} such that

1∣FX∣∑f∈FXD(L,ϕ)→X→∞∫Rϕ(x)WG(x) dx,\frac{1}{|\mathcal{F}_X|}\sum_{f\in\mathcal{F}_X}D(L,\phi)\xrightarrow[X\to\infty]{}\int_{\mathbb{R}}\phi(x)W_G(x)\,dx,

where, for all x∈Rx\in\mathbb{R},

WU(x)=1,WO(x)=1+12δ0(x),W_{\mathrm{U}}(x)=1,\qquad W_{\mathrm{O}}(x)=1+\frac12\delta_0(x), WSO(even)(x)=1+sin⁡2πx2πx,WSO(odd)(x)=1−sin⁡2πx2πx+12δ0(x),W_{\mathrm{SO(even)}}(x)=1+\frac{\sin 2\pi x}{2\pi x},\qquad W_{\mathrm{SO(odd)}}(x)=1-\frac{\sin 2\pi x}{2\pi x}+\frac12\delta_0(x), WSp(x)=1−sin⁡2πx2πx,W_{\mathrm{Sp}}(x)=1-\frac{\sin 2\pi x}{2\pi x},

with δ0\delta_0 the Dirac distribution at 00; the family is then said to have type of symmetry GG. For families over function fields, the type of symmetry is determined by monodromy, but no analogous result is known for number fields, and no case of the full conjecture has been proved.

References

Primary source

Didier Lesesvre and Ade Irma Suriajaya, “A connection between low-lying zeros and central values of L-functions”, arXiv:2605.12688 (2026).

Additional references

6 papers in this index state this conjecture (2018–2026). The statement above is taken from the most recent of them; the others are arXiv:2508.18469, arXiv:2502.17234, arXiv:2411.06218, arXiv:2403.19687, arXiv:1810.13257.

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