Recent developments in materials science have a promising pathway for boosting solar panel performance. Specifically, the incorporation of graphene, a two-dimensional compound, is presenting significant potential to overcome existing limitations in photovoltaic technology. Graphene’s exceptional electrical properties, including its high electron