- If you mean the weapons you get during the simulation, no. They are virtual items afterall.
- If you mean your inventory before Operation: Anchorage, then yes of course you do. As soon as you leave the pod you get them back plus another item or two.
After leaving the pod, it is reccomended that if you do not have at least 150 lbs to spare, go store some inventory in your house. Remember, the guards may or may not randomly attack two or three other guards after you take everything in the armory.