Other than Twin Peaks, my favorite pieces of his work are two individual scenes, not actual movies.
The "Mystery Man" scene from Lost Highway, and the "Winkie's Diner" scene from Mulholland Dr.
If you've never really watched his stuff, just take a few minutes to watch one or both of these short scenes today to mark his passing and get a glimpse into his madness/genius.