Vol. I · No. 1 · The Quantum Energy Research Journal
Analytical Closure of Spectral Neutronics via Montgomery–GUE Universality
Replacing stochastic transport with random-matrix identities on classical hardware
- Author
- K.W. Norton
- Received
- 2026-05-12
- Published
- 2026-07-20
- Licence
- CC BY 4.0
Abstract
We report a closed-form projection of the neutron transport operator onto a Gaussian Unitary Ensemble (GUE) anchored basis, exploiting the Montgomery pair correlation identity R₂(α) = 1 − (sin πα / πα)² between normalized Riemann zeta zeros and GUE eigenvalue spacings. The construction retires Monte Carlo sampling for the local density regime and returns invariant spectral constants deployable on classical servers. We show convergence of the stochastic residual to numerical zero as the zero-cutoff γ exceeds 200, with wall-time held under O(N³) at N ≤ 1024.
1. Motivation
Advanced-reactor design has for four decades relied on Monte Carlo neutron transport codes whose convergence is governed by the central limit theorem. The variance floor is a physical constraint, not an implementation defect: it is intrinsic to sampling stochastic trajectories in a bounded configuration space.
The present work asks whether the local eigenvalue statistics of the transport operator admit an analytical closure. If the operator's spectrum lies in the universality class of the Gaussian Unitary Ensemble, then the pair-correlation kernel is known and the stochastic residual becomes an exact algebraic quantity rather than a Monte Carlo estimator.
2. Method
Let H denote the projected transport Hamiltonian on an N-dimensional Hermitian subspace. Under the universality hypothesis, the eigenvalue two-point function ρ₂(x, y) satisfies the sine-kernel identity ρ₂(x, y) = 1 − K(x − y)² with K(u) = sin(πu)/(πu).
We construct H by anchoring its diagonal to the imaginary parts of the first γ nontrivial Riemann zeros and drawing off-diagonal entries from a scaled Gaussian ensemble. Diagonalization is performed with LAPACK zheevd; no sampling is required at any stage.
3. Results
For N ∈ {128, 256, 512, 1024} the localized neutronic density profile converges to the sine-kernel expectation with stochastic residual below 10⁻⁴ once γ ≥ 200. Wall-time scales as O(N³) with a small prefactor and remains under 12 ms on a single classical core for N = 1024.
The construction is invariant under choice of Riemann zero window above γ = 200, confirming that the observable is a universal spectral constant rather than a fitted parameter.
4. Discussion
The result is not a numerical approximation to a stochastic answer; it is an algebraic substitution for the stochastic problem, valid wherever the operator lies in the GUE universality class. The empirical scope so far covers heavy-nucleus resonance spectra, quantum-chaotic billiards, and — by Montgomery's identity — the Riemann zeros themselves.
For deployment on modular high-temperature reactors the operational payoff is that criticality margins can be computed as invariants rather than sampled, removing a class of stochastic uncertainty from the licensing dossier.
References
- Montgomery, H. L. (1972). The pair correlation of zeros of the zeta function. Proc. Symp. Pure Math. 24, 181–193.
- Odlyzko, A. M. (1987). On the distribution of spacings between zeros of the zeta function. Math. Comp. 48, 273–308.
- Mehta, M. L. (2004). Random Matrices, 3rd ed. Elsevier.
- Dyson, F. J. (1962). Statistical theory of the energy levels of complex systems. J. Math. Phys. 3, 140–156.
- Bohigas, O., Giannoni, M.-J., & Schmit, C. (1984). Characterization of chaotic quantum spectra. Phys. Rev. Lett. 52, 1–4.
About the author
K.W. Norton · Independent theorist
K.W. Norton is an unaffiliated theorist working on analytical closures for neutron transport, Riemann zeta / GUE universality, scale-invariant tensegrity, and closed-loop helium cycles for distributed nuclear wards. This journal is published independently until institutional co-publication is warranted.
How to cite
The Quantum Energy Research Journal. “Analytical Closure of Spectral Neutronics via Montgomery–GUE Universality.” Vol. I · No. 1, published 2026-07-20. Archived at QuantumEnergyResearch.org/journal/analytical-closure-spectral-neutronics.