PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
June 2, 20260 citationsOpen Access

A Layered Structural Theory of Prime Growth: Integer Layers, Transition Dynamics, and Boundary Chaos

View Full Paper
OHOsama Hammoud

Key Points

  • The central aim is to introduce a structural framework to analyze prime growth, decomposing the prime sequence into stable integer layers.
  • Introduced layered structural framework analyzing integer part of normalized prime ratio.
  • Developed empirical laws for layer lengths and transition points based on extensive numerical experiments.
  • Examined relationships between prime gaps, sign changes, and layer organization.
  • Achieved approximately 99.687% accuracy on the empirical law for the integer prime ratio on the first 10,000,000 indices.
  • Identified stable integer layers and systematic layer growth linked to transition behaviors and boundary-chaos regions.
  • Developed a coherent geometric description of the layered hierarchy in prime numbers.

Abstract

This paper introduces a layered structural framework for studying prime growth through the integer part of the normalized prime ratio floor (pₙ / n). The central idea is that the prime-index sequence can be decomposed into stable integer layers, revealing a previously unexplored level of structural organization within prime numbers. The framework introduces and studies several structural quantities, including: • Integer layers Tₖ• Layer lengths Lₖ• Transition points τₖ• Boundary-chaos measures Bₖ• Oscillation widths W_ (k, j) • Sign-change dynamics Nₛign An empirical law is proposed for the integer part of the prime ratio, achieving approximately 99. 687% accuracy on the first 10, 000, 000 prime indices. Additional empirical laws are developed for layer lengths and transition points, providing a coherent geometric description of the layered hierarchy. The work further develops a multi-scale structural chain linking local prime-gap fluctuations to large-scale layer organization: Prime gaps → Threshold probabilities → Sign changes → Oscillation widths → Boundary chaos → Transition points → Layer lengths → Integer layers Numerical experiments support the existence of stable integer layers, systematic layer growth, predictable transition behavior, and asymptotically localized boundary-chaos regions. The framework is presented as a structural complement to existing approaches in prime-number theory, including the Prime Number Theorem, Cipolla-type asymptotic expansions, Rosser–Schoenfeld bounds, and probabilistic prime-gap models. Rather than replacing these theories, the framework seeks to describe an additional level of organization that emerges within the prime-index sequence. Several components of the framework remain empirical and exploratory, and the paper identifies multiple open problems requiring future theoretical investigation.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Osama Hammoud (2026) studied this question.

synapsesocial.com/papers/6a1e72e830b38c64201b6127https://doi.org/10.5281/zenodo.20475228
Ask AI
Helpful
Bookmark
Share
View Full Paper