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