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E-004 — Sine-kernel Gram matrix spectral moments Monte Carlo (thread T1)

08-17-2026 · 1 rows · script research/numerics/scripts/E-004-sine-moments.py

Metadata

Monte Carlo reproduction of sine-kernel Gram matrix spectral moments m_k(1)=1,4/3,2,13/4 and Christoffel Lambda_2(0)=5/36 (paper §7.2(f))

Validation checks

moments PASS
christoffel PASS

Parameters

N_GUE400
W600
constructioninteger grid, sinc kernel (dimensionless limit object)
n_samples60
seed20260817

Chart

Data preview (1 rows total)

constructionm1m1_stdm1_targetm1_relerrm2m2_stdm2_targetm2_relerrm3m3_stdm3_targetm3_relerrm4m4_stdm4_targetm4_relerr
sinc-integer-grid (L->infinity limit object)0.993920.002531.000000.006081.327140.025241.333330.004651.994490.082852.000000.002753.248920.214073.250000.00033