 Not the 20th century quantum mechanics as much, but more the 19th century E&M physics, electricity and magnetism. So you're right. We'll replace rockets because about 90% of the rockets by mass and volume is just fuel. If you get rid of all that, then you could theoretically start from Earth and go straight into space.