Papa usually refers to a father, but mainly in European countries.
Other names for grandfather: grandpappa, pa, grandpa, gramps, pop, poppy, opa
[Dutch and German]
Names for grandmother: grandma, nan, nanny, oma [ Dutch/German]
Of course some children devise their own names for their grandparents.