The burgeoning field of photovoltaic technology is experiencing a remarkable surge in innovation, with novel graphene integration rapidly emerging as a significant avenue for boosting solar cell performance. These two-dimensional materials, celebrated for their exceptional electronic properties and mechanical strength, offer a multitude of possibil