Predictive Correction to the Hybrid Quantum–Classical Lorenz Solver from the Universal Ψ Field

Starting from the universal Ψ field Lagrangian, we derive a predictive correction tothe hybrid quantum–classical Lorenz solver proposed by Alfredo Iorio et al. (Entropy2024, 26(12), 1009). Two measurable deviations are predicted: (i) a small reduction ofthe largest Lyapunov exponent due to coherent quantum coupling, and (ii) the appearanceof a residual periodicity in the time evolution of attractor minima, associated withthe intrinsic coherence frequency of the Ψ field. Both effects emerge directly from theself-referential structure of L(6)Ψ , without introducing empirical parameters or externalpotentials.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-20
DOI
https://doi.org/10.5281/zenodo.17396897
Primary Topic
stochastic dynamics and bifurcation
Type
article
Field-Weighted Citation Impact
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article

Predictive Correction to the Hybrid Quantum–Classical Lorenz Solver from the Universal Ψ Field

Zenodo (CERN European Organization for Nuclear Research)
stochastic dynamics and bifurcation
article

Predictive Correction to the Hybrid Quantum–Classical Lorenz Solver from the Universal Ψ Field

article en

Abstract

Starting from the universal Ψ field Lagrangian, we derive a predictive correction tothe hybrid quantum–classical Lorenz solver proposed by Alfredo Iorio et al. (Entropy2024, 26(12), 1009). Two measurable deviations are predicted: (i) a small reduction ofthe largest Lyapunov exponent due to coherent quantum coupling, and (ii) the appearanceof a residual periodicity in the time evolution of attractor minima, associated withthe intrinsic coherence frequency of the Ψ field. Both effects emerge directly from theself-referential structure of L(6)Ψ , without introducing empirical parameters or externalpotentials.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 48%
stochastic dynamics and bifurcation
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Predictive Correction to the Hybrid Quantum–Classical Lorenz Solver from the Universal Ψ Field · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS