When I was in a condensed matter PhD program at Cornell they ran an excellent weekly Colloquium series which I always looked forward to even if the topic was astrophysics or particle physics.

I went looking and didn't find anything in Math, Chemistry or Computer Science that came close to the quality of the talks and the feeling that the large department was a community of interest.