The Fat Man is a very powerful heavy weapon that launches mini-nukes, capable of dealing isolated but powerful mini-nuclear explosions. First, head to the Robotics Disposal Ground a bit northeast of Sanctuary. There are no real threats or enemies you'll encounter around it so you can just walk in, collect the loot and leave. The Fat-Man is located on top of pile of cars near the sentry bot.