Elements in Geometry: Comprehensive Prediction Catalog
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