Recent developments in materials science have a noteworthy pathway for boosting solar panel capability. Specifically, the addition of graphene, a two-dimensional substance, is showing significant potential to address existing limitations in photovoltaic technology. Graphene’s exceptional electronic properties, including its high electron mobility