The landscape of computational science is experiencing an extraordinary change through quantum technology. Advanced quantum processors are starting to demonstrate capabilities that surpass classical computer limitations in specific scenarios. This quantum edge opens paths to addressing formerly intractable problems across numerous sectors. Scientif