Conditional Geometric Relational Diagnostics (c-GRD): Constraint Topology and Duality in String-Theoretic Frameworks

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Autor principal: De Jesus, Elias
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Publicado: Zenodo 2026
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author De Jesus, Elias
author_facet De Jesus, Elias
contents <p>This technical note introduces and empirically validates <span><strong>Conditional Geometric Relational Diagnostics (c-GRD)</strong></span>, a falsifiable diagnostic framework for analyzing <span><strong>constraint topology</strong></span> in complex physical systems. c-GRD extends Two-Boundary Inference (TBI) by generating conditional, pre-registrable predictions of three types: <span><strong>(I) relational invariance</strong></span>, <span><strong>(II) forbidden regions</strong></span>, and <span><strong>(III) regime transitions</strong></span>, expressed through a signed radial coordinate <span>\rho = \ln(R/\sqrt{e})</span> constructed from dimensionless observable ratios.</p> <p>The framework is validated using galaxy dynamics data from the Radial Acceleration Relation (RAR) and low-multipole CMB power spectra. Results show: (i) a localized and asymmetric regime transition in RAR at <span>\rho = 0</span>, coincident with the empirically established MOND acceleration scale; (ii) a correct null result for CMB low-<span>\ell</span> data where no transition is physically expected; (iii) strong relational variance suppression (≈90%) in acceleration ratios relative to null expectation; and (iv) strict or marginal compliance with pre-registered forbidden regions consistent with measurement scatter.</p> <p>c-GRD is explicitly <span><strong>diagnostic, not predictive</strong></span> of numerical constants, and does not advocate any specific theory of gravity or cosmology. Its relevance to string theory lies in providing a <span><strong>constraint-topology and duality-oriented diagnostic language</strong></span> for large theory spaces and landscapes, clarifying why predictivity may be structurally limited in the absence of boundary accessibility or global compression constraints.</p>
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spellingShingle Conditional Geometric Relational Diagnostics (c-GRD): Constraint Topology and Duality in String-Theoretic Frameworks
De Jesus, Elias
Constraint topology Two-Boundary Inference (TBI) Geometric Relational Diagnostics (GRD) Conditional diagnostics String theory landscape Duality Swampland Predictivity Radial Acceleration Relation (RAR) Galaxy dynamics Cosmic microwave background (CMB) Relational invariance Forbidden regions Regime transitions Information geometry
<p>This technical note introduces and empirically validates <span><strong>Conditional Geometric Relational Diagnostics (c-GRD)</strong></span>, a falsifiable diagnostic framework for analyzing <span><strong>constraint topology</strong></span> in complex physical systems. c-GRD extends Two-Boundary Inference (TBI) by generating conditional, pre-registrable predictions of three types: <span><strong>(I) relational invariance</strong></span>, <span><strong>(II) forbidden regions</strong></span>, and <span><strong>(III) regime transitions</strong></span>, expressed through a signed radial coordinate <span>\rho = \ln(R/\sqrt{e})</span> constructed from dimensionless observable ratios.</p> <p>The framework is validated using galaxy dynamics data from the Radial Acceleration Relation (RAR) and low-multipole CMB power spectra. Results show: (i) a localized and asymmetric regime transition in RAR at <span>\rho = 0</span>, coincident with the empirically established MOND acceleration scale; (ii) a correct null result for CMB low-<span>\ell</span> data where no transition is physically expected; (iii) strong relational variance suppression (≈90%) in acceleration ratios relative to null expectation; and (iv) strict or marginal compliance with pre-registered forbidden regions consistent with measurement scatter.</p> <p>c-GRD is explicitly <span><strong>diagnostic, not predictive</strong></span> of numerical constants, and does not advocate any specific theory of gravity or cosmology. Its relevance to string theory lies in providing a <span><strong>constraint-topology and duality-oriented diagnostic language</strong></span> for large theory spaces and landscapes, clarifying why predictivity may be structurally limited in the absence of boundary accessibility or global compression constraints.</p>
title Conditional Geometric Relational Diagnostics (c-GRD): Constraint Topology and Duality in String-Theoretic Frameworks
topic Constraint topology Two-Boundary Inference (TBI) Geometric Relational Diagnostics (GRD) Conditional diagnostics String theory landscape Duality Swampland Predictivity Radial Acceleration Relation (RAR) Galaxy dynamics Cosmic microwave background (CMB) Relational invariance Forbidden regions Regime transitions Information geometry
url https://doi.org/10.5281/zenodo.18315249