I still wouldn’t use the word “discover” in this context. Physics is not pure mathematics. There are many theories that just do not correspond to reality. Would you say that strings and extra dimensions have been discovered? No, we’d say they’ve been predicted by a certain theory, but not discovered yet — the prediction may not even be right!