Why has atomic structure changed?
Our conception of atomic structure changed...........
Of course, the structure of the atom was always constant.
And our conception of the atom changed because of new experiments, and new evidence. Rutherford performed the famous gold leaf experiment with
See here for a few details if you are unsure.