The Dwemer disappeared during War of the First Council when a powerful sorcerer named Kagrenac attempted to use the Heart of Lorkhan to construct the Numidium. Could it be possible...

That they were made to be disappeared by the daedra for attempting to create Numidium which was seen by daedra as a mockery of their god hood?

Art done by Swietopelk from deviant art