You appear to be correct. I jumped to the conclusion that this was the same museum I visited at Ground Zero but apparently the one that is closing is a much smaller one (that I have never been to).
The one I went to actually takes you underground to see the underpinnings of the WTC complex. That was very eerie, walking through all of that and seeing some of the actual wreckage.