The landscape of computational science remains to evolve at an unmatched pace, driven by groundbreaking advancements in quantum innovations. Modern fields increasingly rely on sophisticated methods to address intricate optimisation issues that were previously considered unmanageable. These innovative techniques are changing the way researchers and