I recommend the metro. Inexpensive and there is a stop less then 1 block from museum.
There are a lot of public parking in an around the museum
Public lots are around. In DC, walking and public transport are best.
At Home : )
As with anything in that area parking garages are plentiful but mass transit is your best bet.
Private parking garage
Not any where close
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