Use Emoji in Title?

I need to be able to store emoji in the title field of several entries, but whenever the entry is saved the emoji characters are stripped out and replaced with four question marks i.e. ????.

I imagine this has something to do with character encoding on the database, but is there some way to be able to use emoji in title fields? (specifically for Craft 3; MySQL database)