A fully charged core can only function for twenty minutes before it completely depletes. They also have a relatively short lifespan. They are found within the ‘Ammo’ tab of your inventory, so they do not have any weight. To start with, it should be mentioned that Fallout 4 technically classifies Fusion Cores as ammunition.
