'the bus', 'in the bus', 'on the bus' ---- it doesn't make much difference, does it? -----unless you want to clarify that they are not riding on the roof of the bus.
In most cases we'd say: "The children are taking the bus" whether or not they are inside at present or will be at some time in the future.