How do I transfer or sync u2 songs of innocence from My Library to my iPod?
Check your sync settings. If all music is set to sync it should work out.

Another possibility is that they haven't been downloaded yet. In that case a small cloud should be next to the songs in your library. When you click it, they're downloaded.