Examines both structural optimization and spectroscopic analysis of C₁₆H₁₃N₃O and its brominated and chlorinated derivative compounds through infrared and ultraviolet-visible spectroscopy techniques. CAJMNS. 2026;7(2):301-323. doi:10.51699/cajmns.v7i2.3137