Hybrid nanocomposites such as Graphene-TiO₂ (Titanium Dioxide) combine the outstanding electrical conductivity of graphene with the high dielectric constant and photocatalytic capabilities of TiO₂. This synergy leads to notable enhancements in the electromagnetic performance of radiator design. Graphene-ZnO hybrid nanocomposites merge the remarkable electrical properties of graphene with the advantageous dielectric and semiconducting characteristics of ZnO (Zinc Oxide), resulting in substantial enhancements in gain, radiation efficiency and bandwidth of radiator design. Hybrid nanocomposite coated stub is designed to support two distinct frequency bands, independently improving the electromagnetic radiation in both the lower and upper bands of the radiator. The hybrid nanocomposite material Graphene-TiO₂ enhance electromagnetic radiation of lower band of dual band radiator and the second hybrid nanocomposite (HN) material Graphene-ZnO for upper band. The radiator design has rectangular ring CPW ground plane, and two rectangular stub on left and right side of signal strip. The HN coated longer stub improve electromagnetic radiation of lower band (LB) and shorter stub for upper band (UB). HN coated radiators average value of bandwidth improved by 0.71 GHz and gain enhanced by 94% in LB and 131% UB as compared to radiator without HN material coating. The average radiation efficiency of proposed radiator is 91% but the traditional radiator is only 68% and covers 3.5 GHz WiMAX, 3.3–4.2 GHz 5G SUB − 6 GHz, 5G NR 78 band, lower and upper 6 GHz 5G bands.