Proper Oasis geek in my time.
The one I'm most likely to listen to now is 'Falling Down' (honestly, Youtube it - it's a cracker). http://youtu.be/TEzmU7YSXJs?t=40s
Headshrinker is a great shout. Otherwise Supersonic, Bring It On Down, Fade In-Out (featuring Johnny Depp on guitar!), (It's Good) To Be Free.
They were brilliant, went off, but there was usually at least one gem per album...