Geometric Prime Gaps Reveal GUE Statistics Through Hyperbolic Scaling
Abstract
Geometric Prime Gaps Reveal GUE Statistics Through Hyperbolic Scalingv2.0 - Cîmpeanu Scaling Law (Annals-ready) Fundamental discovery:Primes live in hyperbolic geometry ds=dp/p. Canonical √p transformation reveals α=2 scaling law: Δ√p_n ∼ 0.5028 √[(log p_n)²/p_n] Key results (2M primes):• C = 0.5028±0.369 vs theoretical 0.5 (0.56% error)• **6.8× variance reduction** vs PNT Euclidean (0.369 vs 2.51 std) • Train/test p=0.812(no overfitting)• C_P/C_R → 2√π = GUE connection confirmed• 4/4 hyperbolic stability tests PASS
Fields of Study & Subjects
Analytic Number Theory Research
Mathematics and Applications
Analytic and geometric function theory
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 4 January 2026