Amelia Meanings, Origin, Lucky Number
Amelia is not mentioned in the Quran or any Islamic sources. Arabic references online say it is a Latin word.
The closest Islamic name is Amal, which means hope.
Since Amelia has a good meaning, it is acceptable for Muslims to use, even if it is not from Arabic or Islamic sources.