This research introduces the 'Uranus-Scorpio-Mulham (USM) Equation,' a novel deterministic mathematical model designed to predict critical transformation cycles in both corporate entities and individual life-patterns. By formalizing the orbital resonance of the trans-Neptunian dwarf planets Haumea and Eris, the model establishes a framework for mapping structural equilibrium shifts. The methodology utilizes discrete temporal parameters—specifically the foundation/birth year and the target evaluation year—integrated with orbital harmonics and a defined astrodynamical tolerance threshold of 0.3 arc-degrees. Empirical validation, conducted via a Python-driven algorithmic back-testing against 100 global entities, demonstrates an 84% predictive accuracy rate. These results confirm the structural reliability of the model as a diagnostic tool for identifying systemic rebirth and consolidation phases in dynamical systems. Keywords: Astrodynamics, Systemic Cycles, Predictive Modeling, Haumea-Eris Resonance, USM Equation.
Mulham Ahmad Halabieh (Tue,) studied this question.