> I really love the idea that pure mathematics and nature are the same thing

This might not be what you mean, but there is a philosophical position that holds that all mathematical structures exist, and that our universe is simply one of these structures:

https://en.wikipedia.org/wiki/Mathematical_universe_hypothes...