Elements in Geometry: Comprehensive Prediction Catalog

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Authors: Jason Crawford
Cited by: 0

Abstract

This compendium catalogs 128 validated predictions from the Elements in Geometry (EiG) framework acrossseven domains: materials science, particle physics, fluid dynamics, polymer science, alloy metallurgy, failuremechanics, and cosmology. All predictions derive from a single geometric axiom (the 3-4-5 Pythagoreantriangle) with zero free parameters.Summary Statistics:Total Predictions: 128Golden Spikes (< 0.15%): 28Tier 1 (< 1%): 62Overall MAE: 0.94%

Fields of Study & Subjects

Advanced Mathematical Theories and Applications Diverse Scientific and Engineering Research Machine Learning in Materials Science

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
29 January 2026
Document type
Preprint