The charge transfer from adsorbedmolecules to Al-doped graphene surface was confirmed by the natural bond orbital as well as the Mulliken population analysis while there is no charge transfer with pristine graphene. Additionally, the densityof states results reveal that orbital hybridization takes place between above-mentioned molecules andAl-doped graphene sheet, whereas there is no hybridization between the molecules and the pristinegraphene.