Today's tremendous interdisciplinary effort towards building a quantum computer promises to tackle problems beyond the reach of any classical computer. Although intermediate-scale quantum computers have been recently demonstrated to exceed the capability of the most powerful supercomputers, it is widely recognized that addressing any real-world problem will require upscaling...