The landscape of computational science remains to advance at an unprecedented rate, driven by groundbreaking advancements in quantum innovations. Modern fields progressively rely on sophisticated methods to resolve intricate optimisation issues that were previously considered intractable. These innovative techniques are transforming the way researc