They can regenerate their physical selves if damaged pretty quickly so it wouldn't be too far a jump to assume they can regenerate their chakra the same way.
They can regenerate their physical selves if damaged pretty quickly so it wouldn't be too far a jump to assume they can regenerate their chakra the same way.