I'd like to have the Advanced Search section hidden from users but still visible to admins. Is this currently possible?
It is currently not possible to limit the Advanced Search to a specific group of people.
You can remove the Advanced Search for all users by simply unselecting all search fields.
NOTE: Please vote on this Feature Request if it interests you.