Rice University (my alma mater) in Houston for astrophysics.
University of Maryland (close ties to Goddard Space Flight Center)
University of Alaska-Fairbanks for geo/near-space physics.

mapsurveyor - where is your part of the country, anyway?

BTW - Kap' K didn't mention it, but UT operates McDonald Observatory in West Texas.