They named americium, curium, and berkelium as their chemical homologues were named,
but they named neptunium and plutonium,
which follow uranium in the periodic table,
according to the planetary sequence—Uranus, Neptune, and
Pluto (which was considered at the time to be a planet).
See also in The book of science:
Readings on wikipedia: