In Irish, name Cornelia means – Feminine form of Cornelius: Strong willed or wise. Cornelius is sometimes used as a translation of name Conchubhar meaning High Desire.. Other origins for name Cornelia include – Irish, Latin-American. Name Cornelia is most often used as a girl name or female name.