“It was British scientists of the time, however, that decided, with a beautiful level of verbosity, that: “Aluminium, for so we shall take the liberty of writing the word, in preference to aluminum, which has a less classical sound.”
For the US spelling + pronunciation, we can blame Noah Webster and Charles Martin Hall.