Emergent Toroidal Geometry in an Autonomous Binary Sensor Stream (Exploratory Study)

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Authors: Juan Sebastian Baena Cock
Cited by: 0

Abstract

English: This deposit contains a bilingual preprint reporting an exploratory analysis of an autonomous nocturnal binary sensor stream (28,013 bits). Deterministic spatial embedding reveals reproducible ring-like and toroidal/helical geometries, accompanied by quantitative descriptors (run-length statistics, autocorrelation). The study integrates analytical figures and public communication infographics. Causality is not claimed; results are presented as exploratory structured dynamics. Español: Este depósito contiene un preprint bilingüe que reporta un análisis exploratorio de un flujo binario autónomo nocturno (28.013 bits). El embebido espacial determinista revela geometrías reproducibles tipo anillo y toroide/hélice, junto con descriptores cuantitativos (estadística de ráfagas y autocorrelación). El estudio integra figuras analíticas e infografías públicas. No se afirma causalidad; los resultados se presentan como dinámica estructurada exploratoria.

Fields of Study & Subjects

Fractal and DNA sequence analysis Complex Systems and Dynamics Data Visualization and Analytics

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
15 February 2026
Language
EN