Atomism is over 2000 years old, and still stands.
Well, since the development of quantum physics, only in its most general sense. Now atoms are understood to be multiple, interacting, non-material shells of statistically probable energy waves which blink in and out of existence. That's hardly what they had in mind 2000 years ago.