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Murmurations and ratios conjectures
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abstract
We introduce a new method for studying murmurations, based on random matrix theory. With this method, we exhibit murmurations or similar phenomena: assuming ratios conjectures, for elliptic curves ordered by height, quadratic twists of a fixed elliptic curve, and the inverse Mellin transform of the shifted second moment of $\zeta'/\zeta$ on vertical lines; assuming GRH, for primitive quadratic Dirichlet characters, and holomorphic modular forms of prime level tending to infinity with sign and weight fixed; and unconditionally the inverse Mellin transform of the shifted second moment of $\zeta$ on vertical lines. We also present a generalization of our approach which relies only on the approximate functional equation in place of ratios conjectures.
Forward citations
Cited by 2 Pith papers
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Joint level-weight murmurations: prime averaging and the cubic pointwise range
Unconditionally, joint averages of root-number-weighted prime traces of squarefree-level holomorphic newforms converge to an explicit atomic measure on rational squares for every K = X^ρ with 0 < ρ < 1.
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On Murmurations and Trace Formulas
A survey showing that all proven murmuration results rely on trace formulas, and sketching four conjectural new cases.
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