How did you find out about the party?
The party was a complete surprise - I only found out about it the day.
find out about
Meaning: if you find out about something, you discover a fact or information that you did not know before, often because someone was keeping it secret.
Grammar: This phrasal verb needs an object. You can not separate the verb from its particles.
hope this helps