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A Hypothesis on State-Dependent Nuclear Decay Rates and Emergent Randomness

Moritz Kopp

Published Mar 5, 2026• 0 citations
OpenAlex

Abstract

This project presents a conceptual and mathematical hypothesis concerning the apparent randomness of radioactive decay. While current nuclear physics models describe decay as a fundamentally stochastic and random process with a constant decay rate, this work explores the possibility that the randomness may come from rapidly fluctuating internal nuclear states that are not directly obsercable by measurement. The central idea is that the effective decay constant measured experimentally represents a time-averaged quantity over a distribution of internal configurations, associated with slightly different decay probabilities. In this framework, radioactive decay remains statistically exponential at observable timescales, while allowing for hidden internal dynamics consistent with established quantum mechanical principles. My work does not claim experimental verification. Instead, it aims to outline a phenomenological structure compatible with known decay laws and to identify conditions under which small, systematic deviations might arise under perturbations.

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The Universal Decoherence Field: A Dynamic Selection Framework for Context-Dependent State Realization

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The question of how probabilistic systems select individual outcomes remains conceptually open in several areas of physics and complex systems theory. Standard decoherence models successfully describe the emergence of classical behavior from quantum systems, yet they generally treat the selection of specific outcomes as statistically neutral once the probabilistic structure is fixed. The present work is motivated by the possibility that probabilistic selection processes may, under certain conditions, exhibit weak forms of context dependence without requiring any violation of standard probabilistic laws. Rather than proposing a replacement for established physical theory, the paper explores whether minimal and formally controlled modifications of probabilistic weighting could provide a useful phenomenological framework for describing such effects. The approach is intentionally conservative in scope. Its purpose is not to claim evidence for new physics, but to investigate whether concepts such as context, structural compatibility, and informational coupling can be represented within a mathematically bounded probabilistic setting. This preprint proposes a minimal framework for modeling context-dependent selection in probabilistic systems. While standard decoherence theory explains the emergence of classical behavior from quantum systems, it does not specify whether the selection of individual outcomes is entirely neutral or may be weakly influenced by additional constraints. The present work explores the possibility that probabilistic state selection could exhibit small context-dependent biases without modifying the underlying probabilistic structure. To formalize this idea, the model introduces a resonance function that weakly reweights baseline transition probabilities in a controlled and non-disruptive manner. A dynamic extension is considered in which probabilities and resonance co-evolve through simple feedback, damping, and context-dependent source terms. Analytical considerations and numerical simulations indicate that such systems can produce small but systematic and bounded deviations from baseline distributions. Under certain conditions, these deviations may stabilize, leading to attractor-like behavior. The framework is intended as an exploratory and phenomenological model, not as a modification of established physical theory. Its purpose is to provide a formal setting for investigating whether context, information, and structural compatibility can be represented within probabilistic state selection. A possible connection to underlying physical processes was considered in earlier work (https://doi.org/10.5281/zenodo.17246478). In the present paper, however, this line of interpretation is not pursued further and remains speculative. Keywords: decoherence; probability dynamics; attractors; resonance; complex systems; information theory Version note:This version presents a revised and clarified formulation of the proposed framework. In particular, the formal structure has been made more explicit by refining key derivation steps, clarifying the role of the resonance term, and tightening the interpretation of the model within its intended scope. No fundamental change to the core idea has been introduced. The revision primarily sharpens the probabilistic formulation, reduces ambiguity in the definition of the resonance function, and makes the exploratory and phenomenological status of the model more explicit.

•Apr 7, 2026•0 citations

Experimental tests for randomness of quantum decay examined as a Markov process

Mark P. Silverman, Wayne Strange

Physics Letters A•Jul 1, 2000•12 citations

A possible experimental test to decide if quantum mechanical randomness is due to deterministic chaos in the underlying dynamics

Johan Hansson

A simple experiment using radioactive decay is proposed to test the possibility of a determinsistic, but chaotic, origin of quantum mechanical randomness.

arXiv:quant-ph/0006079•Jun 18, 2000•0 citations

Operational and phenomenological structure UCL/Omega Framework

Ibarrola Echeverría, Iker

This paper develops the operational and phenomenological structure of the Universal Correlational Lattice (UCL), a theoretical framework in which physical laws emerge from a fundamental network of correlational relations rather than from predefined spacetime geometry or wavefunction-based postulates. The UCL is formulated as a correlational substrate composed of sites connected by universal kernels that encode relational structure, internal evolution, and effective dynamics. Within this framework, spacetime, quantum fields, and classical observables are not assumed a priori, but arise as emergent, coarse-grained descriptions of deeper correlational processes. A central focus of this work is the clarification of how the theory operates operationally, i.e. how physical predictions, observables, and effective parameters are extracted from the correlational lattice without invoking traditional quantum-mechanical axioms such as fundamental wavefunctions, intrinsic probabilistic postulates, or instantaneous collapse. Probability appears instead as an emergent, contextual measure associated with partial access to the correlational network and with effective coarse-graining, rather than as a fundamental ingredient of the theory. The paper also develops the phenomenological layer of the UCL, showing how effective quantities—such as masses, coupling strengths, correlation lengths, decoherence scales, and metric-like structures—arise from the properties of the underlying kernels. These effective quantities reproduce familiar physical behavior in appropriate limits, while remaining compatible with a fundamentally deterministic and relational substrate. Special attention is given to: The role of internal times and their evolution as one-parameter flows within correlational sites. The emergence of effective temporal ordering without assuming a global external time. The interpretation of uncertainty, decoherence, and measurement as emergent phenomena linked to incomplete correlational resolution. The distinction between operational predictions and ontological commitments within the framework. This work positions the UCL as a unifying structural framework capable of reproducing known phenomenology while offering a conceptually coherent alternative to standard quantum-mechanical and spacetime-based foundations. The emphasis is placed on clarity of interpretation, operational consistency, and direct connection to measurable effective quantities.

•Dec 18, 2025•0 citations

A Compatibility-Based Perspective on Radioactive Decay and Information Distribution

Begüm Yıldırım

This paper presents a compatibility-based interpretation of radioactive decay and observed radiation structure. Rather than assuming absolute randomness, we propose that observed deviations arise from structured radiation signals and information distribution in open systems. Originality and AI-use statement: This work is an original research output by Begüm Yıldırım. AI tools, if used, were limited to language refinement, grammar correction, formatting, translation assistance, and clarity improvement. The conceptual framework, research direction, interpretation, models, and conclusions belong to the author. External sources, datasets, or prior works are cited where applicable.

•May 18, 2026•0 citations

Radioactive Decay, a Model for Random Events

Springer eBooks•Mar 1, 2007•0 citations
This project presents a conceptual and mathematical hypothesis concerning the apparent randomness of radioactive decay. While current nuclear physics models describe decay as a fundamentally stochastic and random process with a constant decay rate, this work explores the possibility that the randomness may come from rapidly fluctuating internal nuclear states that are not directly obsercable by measurement. The central idea is that the effective decay constant measured experimentally represents a time-averaged quantity over a distribution of internal configurations, associated with slightly different decay probabilities. In this framework, radioactive decay remains statistically exponential at observable timescales, while allowing for hidden internal dynamics consistent with established quantum mechanical principles. My work does not claim experimental verification. Instead, it aims to outline a phenomenological structure compatible with known decay laws and to identify conditions under which small, systematic deviations might arise under perturbations.
The question of how probabilistic systems select individual outcomes remains conceptually open in several areas of physics and complex systems theory. Standard decoherence models successfully describe the emergence of classical behavior from quantum systems, yet they generally treat the selection of specific outcomes as statistically neutral once the probabilistic structure is fixed. The present work is motivated by the possibility that probabilistic selection processes may, under certain conditions, exhibit weak forms of context dependence without requiring any violation of standard probabilistic laws. Rather than proposing a replacement for established physical theory, the paper explores whether minimal and formally controlled modifications of probabilistic weighting could provide a useful phenomenological framework for describing such effects. The approach is intentionally conservative in scope. Its purpose is not to claim evidence for new physics, but to investigate whether concepts such as context, structural compatibility, and informational coupling can be represented within a mathematically bounded probabilistic setting. This preprint proposes a minimal framework for modeling context-dependent selection in probabilistic systems. While standard decoherence theory explains the emergence of classical behavior from quantum systems, it does not specify whether the selection of individual outcomes is entirely neutral or may be weakly influenced by additional constraints. The present work explores the possibility that probabilistic state selection could exhibit small context-dependent biases without modifying the underlying probabilistic structure. To formalize this idea, the model introduces a resonance function that weakly reweights baseline transition probabilities in a controlled and non-disruptive manner. A dynamic extension is considered in which probabilities and resonance co-evolve through simple feedback, damping, and context-dependent source terms. Analytical considerations and numerical simulations indicate that such systems can produce small but systematic and bounded deviations from baseline distributions. Under certain conditions, these deviations may stabilize, leading to attractor-like behavior. The framework is intended as an exploratory and phenomenological model, not as a modification of established physical theory. Its purpose is to provide a formal setting for investigating whether context, information, and structural compatibility can be represented within probabilistic state selection. A possible connection to underlying physical processes was considered in earlier work (https://doi.org/10.5281/zenodo.17246478). In the present paper, however, this line of interpretation is not pursued further and remains speculative. Keywords: decoherence; probability dynamics; attractors; resonance; complex systems; information theory Version note:This version presents a revised and clarified formulation of the proposed framework. In particular, the formal structure has been made more explicit by refining key derivation steps, clarifying the role of the resonance term, and tightening the interpretation of the model within its intended scope. No fundamental change to the core idea has been introduced. The revision primarily sharpens the probabilistic formulation, reduces ambiguity in the definition of the resonance function, and makes the exploratory and phenomenological status of the model more explicit.
This paper develops the operational and phenomenological structure of the Universal Correlational Lattice (UCL), a theoretical framework in which physical laws emerge from a fundamental network of correlational relations rather than from predefined spacetime geometry or wavefunction-based postulates. The UCL is formulated as a correlational substrate composed of sites connected by universal kernels that encode relational structure, internal evolution, and effective dynamics. Within this framework, spacetime, quantum fields, and classical observables are not assumed a priori, but arise as emergent, coarse-grained descriptions of deeper correlational processes. A central focus of this work is the clarification of how the theory operates operationally, i.e. how physical predictions, observables, and effective parameters are extracted from the correlational lattice without invoking traditional quantum-mechanical axioms such as fundamental wavefunctions, intrinsic probabilistic postulates, or instantaneous collapse. Probability appears instead as an emergent, contextual measure associated with partial access to the correlational network and with effective coarse-graining, rather than as a fundamental ingredient of the theory. The paper also develops the phenomenological layer of the UCL, showing how effective quantities—such as masses, coupling strengths, correlation lengths, decoherence scales, and metric-like structures—arise from the properties of the underlying kernels. These effective quantities reproduce familiar physical behavior in appropriate limits, while remaining compatible with a fundamentally deterministic and relational substrate. Special attention is given to: The role of internal times and their evolution as one-parameter flows within correlational sites. The emergence of effective temporal ordering without assuming a global external time. The interpretation of uncertainty, decoherence, and measurement as emergent phenomena linked to incomplete correlational resolution. The distinction between operational predictions and ontological commitments within the framework. This work positions the UCL as a unifying structural framework capable of reproducing known phenomenology while offering a conceptually coherent alternative to standard quantum-mechanical and spacetime-based foundations. The emphasis is placed on clarity of interpretation, operational consistency, and direct connection to measurable effective quantities.
This paper presents a compatibility-based interpretation of radioactive decay and observed radiation structure. Rather than assuming absolute randomness, we propose that observed deviations arise from structured radiation signals and information distribution in open systems. Originality and AI-use statement: This work is an original research output by Begüm Yıldırım. AI tools, if used, were limited to language refinement, grammar correction, formatting, translation assistance, and clarity improvement. The conceptual framework, research direction, interpretation, models, and conclusions belong to the author. External sources, datasets, or prior works are cited where applicable.