The story
Originally named Leukophan (1840) by the Norwegian mineralogist Jens Esmark, in allusion to its whitish color, from leuco- (white) + -phane (“appearing”). The suffix -ite, added later, is used to form nouns denoting minerals.
Etymology from Wiktionary, CC BY-SA 4.0.