Low-lying zeros of quadratic Dirichlet $L$-functions: A transition in the Ratios Conjecture
Daniel Fiorilli, James Parks, Anders S\"odergren

TL;DR
This paper investigates the distribution of low-lying zeros of quadratic Dirichlet L-functions using the Ratios Conjecture, revealing a transition in the main term at a critical support point, consistent with heuristic predictions.
Contribution
It demonstrates a transition in the 1-level density of zeros at support 1, aligning the Ratios Conjecture with the Katz-Sarnak heuristic and previous GRH-based results.
Findings
Identifies a transition in the main term at support 1.
Results match previous GRH-based findings.
Analogous to Rudnick's results in the function field case.
Abstract
We study the -level density of low-lying zeros of quadratic Dirichlet -functions by applying the -functions Ratios Conjecture. We observe a transition in the main term as was predicted by the Katz-Sarnak heuristic as well as in the lower order terms when the support of the Fourier transform of the corresponding test function reaches the point . Our results are consistent with those obtained in previous work under GRH and are furthermore analogous to results of Rudnick in the function field case.
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