The architect Carl Petersen was responsible for the first rebuilding of the top floor, where the roof was given a steeper pitch so as to create adequate space for two large, skylighted rooms.
The current rebuilding of the museum, lasting until 15 May 2009, is undertaken by Wohlert Arkitekter.