Cîmpeanu Scaling Law: Empirical Verification on 10 Million Primes Reveals Hyperbolic Geometry in Prime Distribution
Abstract
This repository contains the complete computational verification of the Cîmpeanu Scaling Law in prime number theory. Key Findings:• Scaling law: Δ√p_n ∼ C √((ln p_n)²/p_n) with α = 2• Empirical constant: C = 0.50002283 ± 0.42630578• Theoretical match: 0.5 with 0.004566% relative error• Dataset: 10,000,001 primes (up to 179,424,691)• Statistical validation: p = 0.792, no overfitting detected Contents:1. Untitled55.ipynb - Complete Google Colab verification notebook Methodology: Optimized prime sieve + JIT-accelerated computation in Python/Numba.Significance: Reveals hyperbolic geometry (ds = dp/p) in prime distribution.
Fields of Study & Subjects
Analytic Number Theory Research
Cryptography and Residue Arithmetic
Chaos-based Image/Signal Encryption
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 4 January 2026