It's not the "Bush Museum of WWII," but rather the National Museum of the Pacific War (formerly known as the Nimitz Museum, which is now but one part of the facility). It's one of the top WWII museums to be found anywhere -- well worth your time. The George H.W. Bush Library is in College Station, TX, a couple hours east of Fredericksburg.
The National Museum of the Pacific War