Numerical investigation of a MST conjecture for random Haar matrices

The state-to-state control time of finite-dimensional conservative bilinear quantum systems is bounded by the weight of minimum spanning trees (MST) derived from the drift matrices. For a spectrum scaling as k^3/2 , determining whether the control time vanishes as the dimension d tends to infinity remains an open problem due to the global correlations imposed by the Haar measure. We formulate two conjectures regarding the asymptotic behavior of the MST weight\,: a general decay to zero, and a scaling in 1/sqrt(ln d) derived from an independent Gaussian surrogate model. Numerical investigations up to dimension d = 18101 validate the general decay, confirm that the exact Haar model and the independent surrogate are statistically indistinguishable in mean at all tested dimensions, and extract the thermodynamic limit $α$ = 10/3, which both models approach from below once the scaling variable 1/ ln d is adopted.

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Publication Details

Journal
arXiv (Cornell University)
Published
2026-11-10
DOI
https://doi.org/10.48550/arxiv.2611.14091
Primary Topic
Quantum Information and Cryptography
Type
preprint
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preprint

Numerical investigation of a MST conjecture for random Haar matrices

Cristian Mendico, Thomas Chambrion
arXiv (Cornell University)
Quantum Information and Cryptography
preprint

Numerical investigation of a MST conjecture for random Haar matrices

Cristian Mendico, Thomas Chambrion
preprint en

Abstract

The state-to-state control time of finite-dimensional conservative bilinear quantum systems is bounded by the weight of minimum spanning trees (MST) derived from the drift matrices. For a spectrum scaling as k^3/2 , determining whether the control time vanishes as the dimension d tends to infinity remains an open problem due to the global correlations imposed by the Haar measure. We formulate two conjectures regarding the asymptotic behavior of the MST weight\,: a general decay to zero, and a scaling in 1/sqrt(ln d) derived from an independent Gaussian surrogate model. Numerical investigations up to dimension d = 18101 validate the general decay, confirm that the exact Haar model and the independent surrogate are statistically indistinguishable in mean at all tested dimensions, and extract the thermodynamic limit $α$ = 10/3, which both models approach from below once the scaling variable 1/ ln d is adopted.

arXiv (Cornell University)
Institut de Recherche Mathématique Avancée (FR)
Quantum Information and Cryptography
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