Where is the physical files of database that I just drop?

Hi there:

I am just wondering how to remove the files of the database I just drop. I
found there are whole bunch folders and files with number as the name. Once
I drop the database, how do I know which files I should delete manually?
Will the database engine delete that for me?

Thanks!