The Marian Koshland Science Museum, by the National Academies of Sciences, is a fun place to host a reception. On-site caterers set up food and bar among the interactive science-themed displays.
If interested in arranging a reception here, contact the Head Librarian at the National Academy of Science.
NAS Main Number: 202.334.2000
There may be a site fee.