Spectral–Geometric AM-Regulation across Multi-Telescope Observations

The author presents the culmination of the Spectral–Geometric Additive–Multiplicative (AM) regulation series, applying the framework across multi-telescope observations of pulsars, magnetars, and transient radio sources. ^[1][2][4] By integrating Parkes, MeerKAT, CHIME, and simulated SKA-like surveys, quantifying the consistency in nulling statistics, burst intermittency, and population recoverability across observational platforms. ^[1][5][6] Demonstrating that AM-regulation enhances reproducibility, aligns multi-telescope datasets, and identifies hidden populations previously obscured by survey limitations. ^[3][4][9] Explicit data tables, visual comparisons, and statistical metrics show how this approach unifies disparate observations into a coherent, predictive model. ^[9] This work provides a foundation for survey planning and physical inference in the era of next-generation radio telescopes. ^[8]