The landscape of computational science is experiencing an unprecedented change due to quantum technology. Advanced quantum systems are starting to show capabilities that surpass classical computing bounds in particular scenarios. This quantum advantage opens paths to addressing previously intractable problems in numerous industries. Scientific tech