No, there is no single museum that goes by this name. However, the filming of many scenes of the movie took place in Wellington, New Zealand. The Lord of the Rings Tour Wellington gives you a tour of these locations, studios and museums where the trilogy was made. On tour, you will visit the Weta Cave Museum where several films, including LotR, have been shot.