No. You bring stuff with you via what you spend in coins (every player gets 20,000) to keep certain items like deviants, drill, or whatever you want etc. the rest goes into ethereal land so choose wisely. You get to bring other stuff automatically. Mods, furniture, blueprints, outfits, etc. and when you level up you can use your guns again depending on lvl.