Recent advances in materials science have a remarkable pathway for boosting solar panel output. Specifically, the integration of graphene, a two-dimensional material, is exhibiting significant potential to address existing limitations in photovoltaic systems. Graphene’s exceptional electronic properties, including its high copyright mobility and