Quantum discord and entanglement in radiative capture reactions

This paper presents a comprehensive investigation of quantum correlations in radiative-capture reactions through a unified lens of quantum information theory and nuclear physics. By combining density matrix formulations with open quantum system dynamics, we can establish universal scaling laws governing the relationship between quantum discord (D), entanglement entropy (S), and fundamental nuclear properties. The analysis reveals the inverse power-law dependencies [Formula: see text] and [Formula: see text] between these quantum metrics and the decay width (Γ), maintained across fourteen nuclear systems spanning six decades in Γ and masses [Formula: see text]. A machine learning architecture that integrates physical constraints with deep residual networks achieves 92% prediction accuracy for coherence lengths [Formula: see text] while identifying shell structure effects that enhance quantum correlations near magic numbers. The persistent quantum discord ([Formula: see text]) observed in systems with sub-attometer coherence lengths suggests nuclear spins maintain non-classical correlations through internal degrees of freedom rather than spatial coherence. The developed phase diagram categorizes nuclear reactions into three quantum technology regimes: memory ([Formula: see text] s[Formula: see text]), sensing ([Formula: see text] s[Formula: see text]), and foundational tests ([Formula: see text] s[Formula: see text]), with [Formula: see text]Fe[Formula: see text] and [Formula: see text]Li[Formula: see text] identified as optimal candidates for applications. These results bridge nuclear physics with quantum information science, providing both theoretical insights into decoherence mechanisms and practical tools for quantum material design. The proposed methodology establishes radiative capture reactions as a novel platform for exploring emergent quantum phenomena in strongly interacting systems.

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Publication Details

Journal
Scientific Reports
Published
2025-10-23
DOI
https://doi.org/10.1038/s41598-025-20892-z
Primary Topic
Quantum Information and Cryptography
Type
article
Field-Weighted Citation Impact
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article

Quantum discord and entanglement in radiative capture reactions

H. Sadeghi, Mehdi Mirzaee
Scientific Reports
Quantum Information and Cryptography
article

Quantum discord and entanglement in radiative capture reactions

H. Sadeghi, Mehdi Mirzaee
article en

Abstract

This paper presents a comprehensive investigation of quantum correlations in radiative-capture reactions through a unified lens of quantum information theory and nuclear physics. By combining density matrix formulations with open quantum system dynamics, we can establish universal scaling laws governing the relationship between quantum discord (D), entanglement entropy (S), and fundamental nuclear properties. The analysis reveals the inverse power-law dependencies [Formula: see text] and [Formula: see text] between these quantum metrics and the decay width (Γ), maintained across fourteen nuclear systems spanning six decades in Γ and masses [Formula: see text]. A machine learning architecture that integrates physical constraints with deep residual networks achieves 92% prediction accuracy for coherence lengths [Formula: see text] while identifying shell structure effects that enhance quantum correlations near magic numbers. The persistent quantum discord ([Formula: see text]) observed in systems with sub-attometer coherence lengths suggests nuclear spins maintain non-classical correlations through internal degrees of freedom rather than spatial coherence. The developed phase diagram categorizes nuclear reactions into three quantum technology regimes: memory ([Formula: see text] s[Formula: see text]), sensing ([Formula: see text] s[Formula: see text]), and foundational tests ([Formula: see text] s[Formula: see text]), with [Formula: see text]Fe[Formula: see text] and [Formula: see text]Li[Formula: see text] identified as optimal candidates for applications. These results bridge nuclear physics with quantum information science, providing both theoretical insights into decoherence mechanisms and practical tools for quantum material design. The proposed methodology establishes radiative capture reactions as a novel platform for exploring emergent quantum phenomena in strongly interacting systems.

Scientific ReportsVol. 15(1)
Arak University (IR)
Openalex Percentile: Top 84%
Quantum Information and Cryptography
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