Modern academic research necessitates increasingly robust computational instruments to tackle complex mathematical problems that span various disciplines. The rise of quantum-based techniques has therefore unsealed fresh avenues for resolving optimisation hurdles that conventional computing approaches struggle to manage efficiently. This technical