This work presents a systematic dimensional analysis of the MyominAung Photon-Sea Theory (MATE). Using standard SI base dimensions, the inverse mass–frequency relation, photon-sea Lagrangian density, field normalization, and derived dynamical quantities are examined for dimensional coherence. The analysis confirms that all fundamental relations are dimensionally consistent and that the nonlinear inverse-frequency structure introduces no dimensional anomalies. Apparent divergences in the zero-frequency limit are shown to be physically meaningful saturation limits rather than breakdowns of dimensional validity. The emergent gravitational sector is likewise demonstrated to satisfy the required dimensional properties. These results reinforce the internal mathematical consistency of the framework and support its viability as a coherent theoretical field model.