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Repeated differentiation and free unitary Poisson process

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arxiv 2112.14729 v4 pith:OZUSEFAU submitted 2021-12-29 math.PR math.APmath.CAmath.CV

classification math.PRmath.APmath.CAmath.CV
keywords thetazetafreetrigonometriczeroesaccordingdistributeddistribution
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abstract

We investigate the hydrodynamic behavior of zeroes of trigonometric polynomials under repeated differentiation. We show that if the zeroes of a real-rooted, degree $d$ trigonometric polynomial are distributed according to some probability measure $\nu$ in the large $d$ limit, then the zeroes of its $[2td]$-th derivative, where $t>0$ is fixed, are distributed according to the free multiplicative convolution of $\nu$ and the free unitary Poisson distribution with parameter $t$. In the simplest special case, our result states that the zeroes of the $[2td]$-th derivative of the trigonometric polynomial $(\sin \frac \theta 2)^{2d}$ (which can be thought of as the trigonometric analogue of the Laguerre polynomials) are distributed according to the free unitary Poisson distribution with parameter $t$, in the large $d$ limit. The latter distribution is defined in terms of the function $\zeta=\zeta_t(\theta)$ which solves the implicit equation $\zeta - t \tan \zeta = \theta$ and satisfies $$ \zeta_t(\theta)= \theta + t \tan (\theta + t \tan (\theta + t \tan (\theta +\ldots))), \qquad \mathrm{Im}\, \theta >0, \;\; t>0. $$

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Cited by 3 Pith papers

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    math.PR 2026-07 accept novelty 6.0 of 10

    Empirical root measures of structured rotationally invariant polynomials converge under differentiation as soon as m_n / log n → ∞, via sharper single-step root-magnitude bounds.

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    math.PR 2025-06 accept novelty 6.0 of 10

    For a rotationally symmetric grid sampling of roots, the empirical distribution after a fraction t of differentiations converges to an explicit rotationally invariant measure satisfying the predicted PDE.

  3. Zeros and exponential profiles of polynomials II: Examples

    math.CA 2025-09 accept novelty 4.0 of 10

    Elaborates a companion method that converts exponential coefficient profiles into limiting zero distributions, covering Touchard, Fubini, Eulerian, Narayana, hypergeometric, q-Laguerre, free-probability, and different...

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