That's the Recreation center. There, you can find a lot of swimming pools, and other sports areas.
It's really amazing; my tutor said me that (and many other beautiful areas in the campus) was created just before the Olympic Games in Atlanta (in 1996) . On 1996, that was the training area of swimmers mainly!