Axiomatic Periodic Geometric Normalization

This work presents an axiomatic and fully dimensionless framework for the normalization of periodic geometric systems. The construction is based on internal geometric relations rather than empirical measurement or physical calibration. A central result is the emergence of a universal normalization identity, Ψ = 1, which remains invariant across circular and spherical extensions of the system. The framework begins with two-dimensional circular normalization and is extended algebraically to three-dimensional scaling through a regulator ratio that bridges periodic angular structure with decimal scaling. Recursive normalization leads to the natural emergence of large-scale numerical magnitudes while preserving structural consistency through a defined reset gap at the periodic boundary. All quantities introduced are dimensionless and symbolic, and no direct identification with known physical constants is asserted. The contribution of this work is conceptual and axiomatic, providing a coherent geometric normalization scheme that may serve as a mathematical foundation for further investigations into periodicity, scaling, and abstract geometric symmetry-breaking. Supplementary interactive construction (GeoGebra): https://www.geogebra.org/classic/tracmaga

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-16
DOI
https://doi.org/10.5281/zenodo.18270552
Primary Topic
Model Reduction and Neural Networks
Type
article
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article

Axiomatic Periodic Geometric Normalization

Georgios Bouras
Zenodo (CERN European Organization for Nuclear Research)
Model Reduction and Neural Networks
article

Axiomatic Periodic Geometric Normalization

Georgios Bouras
article en

Abstract

This work presents an axiomatic and fully dimensionless framework for the normalization of periodic geometric systems. The construction is based on internal geometric relations rather than empirical measurement or physical calibration. A central result is the emergence of a universal normalization identity, Ψ = 1, which remains invariant across circular and spherical extensions of the system. The framework begins with two-dimensional circular normalization and is extended algebraically to three-dimensional scaling through a regulator ratio that bridges periodic angular structure with decimal scaling. Recursive normalization leads to the natural emergence of large-scale numerical magnitudes while preserving structural consistency through a defined reset gap at the periodic boundary. All quantities introduced are dimensionless and symbolic, and no direct identification with known physical constants is asserted. The contribution of this work is conceptual and axiomatic, providing a coherent geometric normalization scheme that may serve as a mathematical foundation for further investigations into periodicity, scaling, and abstract geometric symmetry-breaking. Supplementary interactive construction (GeoGebra): https://www.geogebra.org/classic/tracmaga

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 85%
Model Reduction and Neural Networks
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