Adverse and averse are both used to convey a negative idea, but one is an adjective and one is a verb.
Adverse is an adjective meaning something that's harmful, e.g. There will be adverse weather conditions at the match.
Averse is a verb meaning "a strong dislike", e.g. She is averse to the idea of marriage on philosophical grounds.