sometimes a museum can show only a certain part of all it owns (any museum) and they put away parts or whole collections and only rotate them out as they can. Maybe thats what happened here, but you can always write them or email them - there is usually a contact for such things and ask them specifically about what you would like to see in their collections.
They really do like hearing from the public as it helps them show things that will draw people in. sharet