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From Noise to Pattern: A Monte Carlo Study of Micro-Stability in Sensor S2 (Quantum Contact Double-Slit Experiment)

BaenaCock, Juan Sebastian

Published Jan 1, 2025• 0 citations
Publisher

Abstract

This item provides a short overview of a Monte Carlo permutation analysis of micro-stability in sensor S2 within the “Quantum Contact” double-slit experiment. The study compares the variability of S2 between ON and OFF phases using the coefficient of variation (CV) and shows that OFF phases are much more variable than ON phases.The full bilingual report (EN/ES), together with the underlying data and analysis code, is archived in Zenodo and should be cited as the primary source.Full record in Zenodo: https://doi.org/10.5281/zenodo.17782214

DOI
10.6084/m9.figshare.30757883

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QuantumContact H1 – Micro-Stability in the Double-Slit Experiment (S2 & EEG Monte Carlo)

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This project collects materials related to Hypothesis 1 (H1) of the QuantumContact research line. In this experiment, a home-built double-slit setup is used to study micro-stability in the interference pattern, focusing on sensor S2 and, in an exploratory extension, on EEG-derived channels (ATT, MED, BLINK, POOR). The main dataset, analysis code and the bilingual Monte Carlo report for sensor S2 are archived in Zenodo and should be cited as the primary record: https://doi.org/10.5281/zenodo.17782214 This OSF project provides: – A high-level description of the H1 protocol and session. – Links to Zenodo, Figshare and other repositories. – Additional EEG-focused Monte Carlo reports and figures (ATT/MED/BLINK/POOR). En conjunto, este proyecto OSF funciona como “hub” abierto donde se documenta la hipótesis H1 de QuantumContact, se enlazan los datos oficiales en Zenodo y se añaden análisis exploratorios centrados en el EEG.

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This record contains a bilingual (EN/ES) protocol paper for the QuantumContact framework. The system digitises a double-slit interference field into optical sensor time series (S1–S3) plus a phase marker (S4) defining rest (S4=0) vs observation (S4=1). H1 tests observation-linked micro-stabilisation in S2 using micro-stochastic metrics (ΔCV, rolling variability, z-spikes) with spatial selectivity controls (S1). H2 tests EEG-linked micro-coherence using continuous correlation (Spearman) between ATT/MED and rolling micro-variability, gated via permutation p-values and selectivity (S1 control). H3 (TORUS/BEACON) formalises an active protocol where potential external influences are treated as binarisable anomaly signatures ("signal/no-signal"), strictly gated by statistical criteria; interpretive "levels" are secondary labels, not evidence of origin. Related public DOIs (examples): https://doi.org/10.5281/zenodo.17887428 https://doi.org/10.5281/zenodo.17904842 https://doi.org/10.5281/zenodo.18290126 Este registro contiene un paper bilingüe (EN/ES) de protocolos del marco QuantumContact. El sistema digitaliza el campo de interferencia de la doble rendija en series temporales de sensores ópticos (S1–S3) más un marcador de fase (S4) que define reposo (S4=0) vs observación (S4=1). H1 contrasta micro-estabilización en S2 asociada a observación mediante métricas micro-estocásticas (ΔCV, variabilidad móvil, z-spikes) con control de selectividad espacial (S1). H2 evalúa micro-coherencia ligada a EEG con correlación continua (Spearman) entre ATT/MED y micro-variabilidad móvil, filtrada por p-values de permutación y selectividad (S1 como control). H3 (TORUS/BEACON) formaliza un protocolo activo donde posibles influencias externas se tratan como firmas binarizables ("señal/no señal"), filtradas estrictamente por criterios estadísticos; los "niveles" son etiquetas interpretativas, no prueba de origen.

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Numerical Stability and Scaling of a Z-Level Interference Pattern in Quantum Circuits (29–63 Qubits)

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This technical note documents the numerical stability of a two-peak (Z-level) interference pattern observed in a fixed 29-qubit quantum circuit. The analysis was performed using the Qiskit AerSimulator backend under controlled conditions, including variations in shot count and phase-parameter offsets. The results demonstrate that the observed interference structure is reproducible, robust against sampling fluctuations, and not dependent on fine-tuned parameter choices. This document does not present a theoretical proof or physical interpretation. Its sole purpose is to provide an empirical numerical reference for the stability and reproducibility of the observed interference pattern, serving as a supporting record for related theoretical and conceptual works by the author. In version v3, the numerical analysis is extended beyond 63 qubits up to 79 qubits by employing reduced statistical descriptors rather than full state-space representations. This extension demonstrates that the observed Z-level interference stability persists under scalable statistical evaluation, without requiring exponentially growing state-vector simulations. Additional clarification The reported “Z-level progress” refers to an internal, relative coverage metric within the author’s numerical stability framework. It is not a physical completeness measure, nor a claim of global optimality. Earlier high-percentage stability values (e.g. 95–98%) correspond to local robustness indicators such as sampling consistency, seed invariance, and phase-noise tolerance within fixed parameter windows. The lower percentage reported here reflects a stricter, global aggregation across multiple independent stability dimensions. This distinction is intentional and avoids conflating local robustness with global domain coverage. This work reports a numerical stability certificate for X–Z basis statistical divergence measures obtained in controlled simulations. A multiscale grid and zoom analysis identifies a non-trivial stable phase-offset interval (pj ∈ [0.038, 0.052]) in which total variation distance, Shannon entropy, and directed Kullback–Leibler divergences remain reproducible under changes in sampling depth, random seed, and numerical resolution. A persistent directional asymmetry between KL_XZ and KL_ZX is numerically observed across all tested scales. This document reports numerical results only and does not claim physical realization, theoretical proof, or universal validity. Interpretational note: The absence of a direct Lorentz-covariant or gauge-field embedding should not be interpreted as a deficiency of the numerical results, but as a limitation of applying classical spacetime questions to an emergent, resonance-based stability structure. The reported Z-level behavior constrains the space of viable physical interpretations rather than completing one.

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Mental Coherence as a Negentropic Driver in Micro-Stochastic Systems: The Quantum Contact Model

Juan Sebastian Baena Cock

[EN] This record contains the bilingual preprint and technical report for the Quantum Contact model, a computerized double-slit–inspired micro-stochastic monitoring system. The work evaluates two protocols: (H1) binary observation (S4=1 vs S4=0) and (H2) continuous association between mental-state indices (Attention/Meditation, 0–100) and rolling micro-variability (e.g., rolling standard deviation). H2 Verdict (this record): GREEN — Defendable. H2 evaluates whether high Attention/Meditation epochs are associated with micro-stabilization (reduced rolling variability) in the target sensor(s) while a control sensor remains comparatively unchanged. In this dataset, S2 (target) shows a clear negentropic tendency under high Attention (ρ = −0.43, p < 0.0001), while S1 (control) remains near zero association (ρ ≈ +0.02), supporting selectivity rather than a global artifact. Scope: these results support H2 under the current instrumentation and protocol and are presented as robust association and micro-stabilization evidence, not as a definitive mechanism proof. [ES] Este registro contiene el preprint y el reporte técnico bilingüe del modelo Quantum Contact, un sistema micro-estocástico inspirado en la doble rejilla en versión computarizada. Se evalúan dos protocolos: (H1) observación binaria (S4=1 vs S4=0) y (H2) asociación continua entre índices de estado mental (Atención/Meditación, 0–100) y micro-variabilidad móvil (p. ej., desviación estándar móvil). Dictamen H2 (este registro): VERDE — Defendible (Sí). La H2 evalúa si los episodios de Atención/Meditación alta se asocian con micro-estabilización (reducción de variabilidad móvil) en los sensores diana, mientras el sensor de control permanece relativamente estable. En este dataset, S2 (diana) muestra tendencia negentrópica bajo Atención alta (ρ = −0.43, p < 0.0001), mientras S1 (control) permanece cerca de asociación nula (ρ ≈ +0.02), apoyando selectividad frente a un artefacto global. Alcance: estos resultados apoyan la H2 bajo la instrumentación y protocolo actuales; se presentan como evidencia de asociación robusta y micro-estabilización, no como prueba definitiva del mecanismo. Files: PDF (bilingual preprint + H2 Option C report + verdict page). Baena Cock, Juan Sebastian. (2026-01-18). Mental Coherence as a Negentropic Driver in Micro-Stochastic Systems: The Quantum Contact Model (Preprint + technical report). Zenodo. https://doi.org/10.5281/zenodo.18290126

•Jan 18, 2026•0 citations
This item provides a short overview of a Monte Carlo permutation analysis of micro-stability in sensor S2 within the “Quantum Contact” double-slit experiment. The study compares the variability of S2 between ON and OFF phases using the coefficient of variation (CV) and shows that OFF phases are much more variable than ON phases.The full bilingual report (EN/ES), together with the underlying data and analysis code, is archived in Zenodo and should be cited as the primary source.Full record in Zenodo: https://doi.org/10.5281/zenodo.17782214
This project collects materials related to Hypothesis 1 (H1) of the QuantumContact research line. In this experiment, a home-built double-slit setup is used to study micro-stability in the interference pattern, focusing on sensor S2 and, in an exploratory extension, on EEG-derived channels (ATT, MED, BLINK, POOR). The main dataset, analysis code and the bilingual Monte Carlo report for sensor S2 are archived in Zenodo and should be cited as the primary record: https://doi.org/10.5281/zenodo.17782214 This OSF project provides: – A high-level description of the H1 protocol and session. – Links to Zenodo, Figshare and other repositories. – Additional EEG-focused Monte Carlo reports and figures (ATT/MED/BLINK/POOR). En conjunto, este proyecto OSF funciona como “hub” abierto donde se documenta la hipótesis H1 de QuantumContact, se enlazan los datos oficiales en Zenodo y se añaden análisis exploratorios centrados en el EEG.
This record contains a bilingual (EN/ES) protocol paper for the QuantumContact framework. The system digitises a double-slit interference field into optical sensor time series (S1–S3) plus a phase marker (S4) defining rest (S4=0) vs observation (S4=1). H1 tests observation-linked micro-stabilisation in S2 using micro-stochastic metrics (ΔCV, rolling variability, z-spikes) with spatial selectivity controls (S1). H2 tests EEG-linked micro-coherence using continuous correlation (Spearman) between ATT/MED and rolling micro-variability, gated via permutation p-values and selectivity (S1 control). H3 (TORUS/BEACON) formalises an active protocol where potential external influences are treated as binarisable anomaly signatures ("signal/no-signal"), strictly gated by statistical criteria; interpretive "levels" are secondary labels, not evidence of origin. Related public DOIs (examples): https://doi.org/10.5281/zenodo.17887428 https://doi.org/10.5281/zenodo.17904842 https://doi.org/10.5281/zenodo.18290126 Este registro contiene un paper bilingüe (EN/ES) de protocolos del marco QuantumContact. El sistema digitaliza el campo de interferencia de la doble rendija en series temporales de sensores ópticos (S1–S3) más un marcador de fase (S4) que define reposo (S4=0) vs observación (S4=1). H1 contrasta micro-estabilización en S2 asociada a observación mediante métricas micro-estocásticas (ΔCV, variabilidad móvil, z-spikes) con control de selectividad espacial (S1). H2 evalúa micro-coherencia ligada a EEG con correlación continua (Spearman) entre ATT/MED y micro-variabilidad móvil, filtrada por p-values de permutación y selectividad (S1 como control). H3 (TORUS/BEACON) formaliza un protocolo activo donde posibles influencias externas se tratan como firmas binarizables ("señal/no señal"), filtradas estrictamente por criterios estadísticos; los "niveles" son etiquetas interpretativas, no prueba de origen.
This technical note documents the numerical stability of a two-peak (Z-level) interference pattern observed in a fixed 29-qubit quantum circuit. The analysis was performed using the Qiskit AerSimulator backend under controlled conditions, including variations in shot count and phase-parameter offsets. The results demonstrate that the observed interference structure is reproducible, robust against sampling fluctuations, and not dependent on fine-tuned parameter choices. This document does not present a theoretical proof or physical interpretation. Its sole purpose is to provide an empirical numerical reference for the stability and reproducibility of the observed interference pattern, serving as a supporting record for related theoretical and conceptual works by the author. In version v3, the numerical analysis is extended beyond 63 qubits up to 79 qubits by employing reduced statistical descriptors rather than full state-space representations. This extension demonstrates that the observed Z-level interference stability persists under scalable statistical evaluation, without requiring exponentially growing state-vector simulations. Additional clarification The reported “Z-level progress” refers to an internal, relative coverage metric within the author’s numerical stability framework. It is not a physical completeness measure, nor a claim of global optimality. Earlier high-percentage stability values (e.g. 95–98%) correspond to local robustness indicators such as sampling consistency, seed invariance, and phase-noise tolerance within fixed parameter windows. The lower percentage reported here reflects a stricter, global aggregation across multiple independent stability dimensions. This distinction is intentional and avoids conflating local robustness with global domain coverage. This work reports a numerical stability certificate for X–Z basis statistical divergence measures obtained in controlled simulations. A multiscale grid and zoom analysis identifies a non-trivial stable phase-offset interval (pj ∈ [0.038, 0.052]) in which total variation distance, Shannon entropy, and directed Kullback–Leibler divergences remain reproducible under changes in sampling depth, random seed, and numerical resolution. A persistent directional asymmetry between KL_XZ and KL_ZX is numerically observed across all tested scales. This document reports numerical results only and does not claim physical realization, theoretical proof, or universal validity. Interpretational note: The absence of a direct Lorentz-covariant or gauge-field embedding should not be interpreted as a deficiency of the numerical results, but as a limitation of applying classical spacetime questions to an emergent, resonance-based stability structure. The reported Z-level behavior constrains the space of viable physical interpretations rather than completing one.
[EN] This record contains the bilingual preprint and technical report for the Quantum Contact model, a computerized double-slit–inspired micro-stochastic monitoring system. The work evaluates two protocols: (H1) binary observation (S4=1 vs S4=0) and (H2) continuous association between mental-state indices (Attention/Meditation, 0–100) and rolling micro-variability (e.g., rolling standard deviation). H2 Verdict (this record): GREEN — Defendable. H2 evaluates whether high Attention/Meditation epochs are associated with micro-stabilization (reduced rolling variability) in the target sensor(s) while a control sensor remains comparatively unchanged. In this dataset, S2 (target) shows a clear negentropic tendency under high Attention (ρ = −0.43, p < 0.0001), while S1 (control) remains near zero association (ρ ≈ +0.02), supporting selectivity rather than a global artifact. Scope: these results support H2 under the current instrumentation and protocol and are presented as robust association and micro-stabilization evidence, not as a definitive mechanism proof. [ES] Este registro contiene el preprint y el reporte técnico bilingüe del modelo Quantum Contact, un sistema micro-estocástico inspirado en la doble rejilla en versión computarizada. Se evalúan dos protocolos: (H1) observación binaria (S4=1 vs S4=0) y (H2) asociación continua entre índices de estado mental (Atención/Meditación, 0–100) y micro-variabilidad móvil (p. ej., desviación estándar móvil). Dictamen H2 (este registro): VERDE — Defendible (Sí). La H2 evalúa si los episodios de Atención/Meditación alta se asocian con micro-estabilización (reducción de variabilidad móvil) en los sensores diana, mientras el sensor de control permanece relativamente estable. En este dataset, S2 (diana) muestra tendencia negentrópica bajo Atención alta (ρ = −0.43, p < 0.0001), mientras S1 (control) permanece cerca de asociación nula (ρ ≈ +0.02), apoyando selectividad frente a un artefacto global. Alcance: estos resultados apoyan la H2 bajo la instrumentación y protocolo actuales; se presentan como evidencia de asociación robusta y micro-estabilización, no como prueba definitiva del mecanismo. Files: PDF (bilingual preprint + H2 Option C report + verdict page). Baena Cock, Juan Sebastian. (2026-01-18). Mental Coherence as a Negentropic Driver in Micro-Stochastic Systems: The Quantum Contact Model (Preprint + technical report). Zenodo. https://doi.org/10.5281/zenodo.18290126