Make sure you are not stationary when he rains missiles on you. That can make or break the fight as me and a friend found once, so much damage at a given time if you do not move.
That's the key. Once he starts his AoE it will not relocate, so move. If you do that you should be able to pull it off (although it's still a tough fight with only two people.