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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Energy–Noise Trade-offs and Local Cycle Stability in a Quantum-State Distance Network Toy Model

Authors: Gutierrez Ule, David;

Energy–Noise Trade-offs and Local Cycle Stability in a Quantum-State Distance Network Toy Model

Abstract

We study a computational toy model in which a connected weighted graph is built fromrandom quantum states: each node carries a density matrix ρi ∈ Cd×d (here d = 4) drawnfrom an induced (Wishart) ensemble, and baseline edge lengths are the quantum Jensen–Shannon distance dJS(ρi, ρj ) [ 1– 3]. We then “engineer shortcuts” by adding non-edges witha discrete set of admissible shortcut lengths, under two global budgets: an energy budgetEmax and an noise (depolarization) budget Pmax. To prevent locally unstable configurations,each candidate shortcut is screened by a cycle stability score κL evaluated on the shortcycles (triangles and optionally 4-cycles) that the shortcut would create; only shortcuts withκmax ≤ κlim are allowed. Across 100 independent random instances (n = 16 nodes), wequantify: (i) how global navigability (average weighted shortest-path length, APL) scaleswith Emax under fixed Pmax; (ii) an “optimism bias” that appears when stability is enforcedon triangles only (ignoring 4-cycles); and (iii) a regime transition under Pmax-ablation whereincreasing Emax becomes effective only once additional noise can be tolerated. All figuresand aggregated CSVs required to reproduce the reported means and confidence intervals are included with the Overleaf project.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green