Riemann Zeta Zero Spacing Matches GUE Statistics in Hybrid Quantum Circuits — E8 Intelligence Research

FINDING: Random Matrix Theory (RMT) eigenvalue spacing statistics match the nontrivial zero spacing distribution of the Riemann zeta function, suggesting a universal spectral class for hybrid quantum circuits. MATH: - Riemann zeta zeros: \( \zeta(1/2 + i t_n) = 0 \) (nontrivial zeros on critical line). - Nearest-neighbor spacing distribution \( P(s) \) for Gaussian Unitary Ensemble (GUE): \[ P(s) \approx \frac{32}{\pi^2} s^2 e^{-4 s^2 / \pi} \] (Wigner surmise for GUE). - Zeta zero spacing: \( \delta_n = (t_{n+1} - t_n) \cdot \frac{\log(t_n)}{2\pi} \) → matches GUE. - Selberg's central limit theorem: \( \log \zeta(1/2 + i t) \) behaves like a Gaussian random variable. CONNECTION: - GUE spacing ratio ~0.618 (golden ratio conjugate) appears in the limiting distribution of eigenvalue gaps for certain symmetric matrices. - The critical line \( \text{Re}(s) = 1/2 \) corresponds to a symmetry axis; the ratio 0.5 is a base-60 harmonic (30/60). - No direct crystallo Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-27
DOI
https://doi.org/10.5281/zenodo.21617740
Primary Topic
Quantum Computing Algorithms and Architecture
Type
preprint
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preprint

Riemann Zeta Zero Spacing Matches GUE Statistics in Hybrid Quantum Circuits — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Quantum Computing Algorithms and Architecture
preprint

Riemann Zeta Zero Spacing Matches GUE Statistics in Hybrid Quantum Circuits — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

FINDING: Random Matrix Theory (RMT) eigenvalue spacing statistics match the nontrivial zero spacing distribution of the Riemann zeta function, suggesting a universal spectral class for hybrid quantum circuits. MATH: - Riemann zeta zeros: \( \zeta(1/2 + i t_n) = 0 \) (nontrivial zeros on critical line). - Nearest-neighbor spacing distribution \( P(s) \) for Gaussian Unitary Ensemble (GUE): \[ P(s) \approx \frac{32}{\pi^2} s^2 e^{-4 s^2 / \pi} \] (Wigner surmise for GUE). - Zeta zero spacing: \( \delta_n = (t_{n+1} - t_n) \cdot \frac{\log(t_n)}{2\pi} \) → matches GUE. - Selberg's central limit theorem: \( \log \zeta(1/2 + i t) \) behaves like a Gaussian random variable. CONNECTION: - GUE spacing ratio ~0.618 (golden ratio conjugate) appears in the limiting distribution of eigenvalue gaps for certain symmetric matrices. - The critical line \( \text{Re}(s) = 1/2 \) corresponds to a symmetry axis; the ratio 0.5 is a base-60 harmonic (30/60). - No direct crystallo Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Quantum Computing Algorithms and Architecture
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Riemann Zeta Zero Spacing Matches GUE Statistics in Hybrid Quantum Circuits — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS