Mathematical methodology reveals geometric structures in nonlinear equations, suggesting new insights into their behavior.
Description/Abstract: This paper formalizes a mathematical methodology for detecting geometric structure in nonlinear coupled equation systems that is invisible at any single scale of analysis. The method isolates a single variable, extends it across extreme orders of magnitude — far beyond the range of any single physical domain — and observes the geometric behavior of the coupled variables across the full range. The output is not numerical solutions but geometric morphology: the shapes, symmetries, and structural invariances that the equation system produces under extreme-range variation. Applied to Einstein's field equations, the method revealed fractal geometric classification hidden for 111 years. Applied to the Yang-Mills equations, it revealed the same. The method does not solve equations. It reveals what equations are.
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Lucian Randolph (2026) studied this question.
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