I've been to the Neil Armstrong Museum in Wapakoneta a few times. COSI in Columbus used to be really good but it's getting progressively lamer each time I go. And there's a museum somewhere around WPAFB that I've visited; obviously it's all about aeronautics.

I've been to the Smithsonian as well. And the Field Museum of Natural History in Chicago.