Find your pups most comfortable spot. Sit there with him, pet him and say nice things to him in a soothing tone.
Get him a Thunder Shirt. It works. Also keeping him close to you, trying playing with him cuddle him under a blanket. Put him close to or skin. Treasure him he will be OK.