Master Predictive Dynamics of the Unified Manifold Tensor

This master predictive architecture document for the Hollin-Levine framework establishes an interactive continuum solver linking quantum structural tension (\Gamma), crystallographic efficiency (\kappa), and nonlinear field saturation (\Psi_{capped}) into a unified matrix. Authored by Mark Levine, the work evaluates joint tensor dynamics under transient stress to predict precise phase transitions, structural failure modes—such as basal prism-lock failure, yield-manifold fracture, and birefringent lattice shear—and field-induced lattice deformations without empirical curve-fitting. Furthermore, it formalizes electromagnetic compression equivalency to demonstrate how high-intensity localized electromagnetic stress can replicate high-pressure diamond-anvil cell mechanics, all governed by strict zero-fudge-factor falsifiability protocols and a 10% deviation tolerance boundary.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-07
DOI
https://doi.org/10.5281/zenodo.22575970
Primary Topic
High-pressure geophysics and materials
Type
article
Field-Weighted Citation Impact
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article

Master Predictive Dynamics of the Unified Manifold Tensor

Mark Levine
Zenodo (CERN European Organization for Nuclear Research)
High-pressure geophysics and materials
article

Master Predictive Dynamics of the Unified Manifold Tensor

Mark Levine
article en

Abstract

This master predictive architecture document for the Hollin-Levine framework establishes an interactive continuum solver linking quantum structural tension (\Gamma), crystallographic efficiency (\kappa), and nonlinear field saturation (\Psi_{capped}) into a unified matrix. Authored by Mark Levine, the work evaluates joint tensor dynamics under transient stress to predict precise phase transitions, structural failure modes—such as basal prism-lock failure, yield-manifold fracture, and birefringent lattice shear—and field-induced lattice deformations without empirical curve-fitting. Furthermore, it formalizes electromagnetic compression equivalency to demonstrate how high-intensity localized electromagnetic stress can replicate high-pressure diamond-anvil cell mechanics, all governed by strict zero-fudge-factor falsifiability protocols and a 10% deviation tolerance boundary.

Zenodo (CERN European Organization for Nuclear Research)
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High-pressure geophysics and materials
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