Published February 19, 2026
| Version v2
Preprint
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Energy Information Gradient: Comprehensive Prediction Catalog
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Description
This compendium catalogs 128 validated predictions from the Elements in Geometry (EiG) framework across
seven domains: materials science, particle physics, fluid dynamics, polymer science, alloy metallurgy, failure
mechanics, and cosmology. All predictions derive from a single geometric axiom (the 3-4-5 Pythagorean
triangle) with zero free parameters.
Summary Statistics:
Total Predictions: 128
Golden Spikes (< 0.15%): 28
Tier 1 (< 1%): 62
Overall MAE: 0.94%
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EiG_Validation_Compendium_v1_1.md
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