The landscape of computational science continues to advance at an unmatched rate, driven by groundbreaking advancements in quantum technologies. Modern industries increasingly rely on advanced methods to resolve complex optimisation problems that were formerly considered unmanageable. These innovative techniques are transforming the way scientists