The landscape of computational science is undergoing an unprecedented shift as scientists engineer progressively sophisticated methods for solving challenging problems. These emerging technologies promise to alter the way we tackle research discovery. Quantum machine learning is acknowledged as a captivating intersection between AI and quantum com