Cîmpeanu Scaling Law: Empirical Verification on 10 Million Primes Reveals Hyperbolic Geometry in Prime Distribution

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Authors: Gheorghe Robert Cîmpeanu
Cited by: 0

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