Black Hole Structure from Frequency Regulated Dynamic Equilibrium

We present a unified structural model in which black hole geometry emerges from a frequency-regulated dynamic equilibrium. The framework is built on a discrete oscillation architecture that links local frequency to energy–mass density, temperature, and temporal behavior. This formulation addresses limitations in curvature-based interior models 1–3, thermodynamic horizon frameworks 4–7,14, and quantum-corrected approaches 9–12 by establishing frequency as the primary organizing variable for internal structure. Local frequency functions as a physical state parameter that governs transitions between stable, metastable, and divergent regimes. Thermodynamic variables act as internal regulators rather than boundary-only quantities, shaping the allowable frequency range and maintaining dynamic equilibrium throughout the interior. This produces a structured, non-singular configuration with smooth boundary behavior and well-defined stability conditions. A systems-level discriminator is used only as an external comparative reference to visualize structural regimes; it is not part of the generative mechanism. The resulting model provides a physically grounded framework that predicts internal ordering, resolves boundary continuity, and establishes testable structural discriminators for observational and theoretical evaluation.