Mathematical Structure of Baryonic Temperature-Dependent Gravity: Emergent Curvature from Long-Range Dependence and Relation-Dependent Hyperbolic Geometry
Abstract
The Baryonic Temperature-Dependent Gravity (BTDG) framework introduced longrangedependent (LRD) state spaces and emergent curvature as functions of thermodynamicand radiative variables—prior to the appearance of relation-dependent hyperbolic heterogeneousgraph transformers (HypHGT). HypHGT learns multiple hyperbolic geometries withrelation-specific curvatures directly from data.Here, I (i) establish a concise mathematical correspondence between BTDG and HypHGT,and (ii) provide a minimal derivational bridge from power-law memory (LRD) toeffective negative curvature underlying both approaches. I also document the chronologicalprecedence of the analytic BTDG formulation with respect to the subsequent numericalrealization in HypHGT.
Fields of Study & Subjects
Cosmology and Gravitation Theories
Relativity and Gravitational Theory
Noncommutative and Quantum Gravity Theories
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 16 January 2026
- Language
- EN
- Document type
- Preprint