First of all, it's simply "Louisiana State University", or if
you want its full name, "Louisiana State University and
Agricultural and Mechanical College". But either way, there's no
"the" in front of it. We're not pretentious like the Buckeyes from
THE Ohio State University.
Second, LSU has several campuses around the State, but the main
campus is in Baton Rouge.