Alan has mentioned California Girls as one of his favorites, saying it was the perfect combination of commerciality and musical experimentation, or words to that effect.
Makes sense, there's the similar melody on his own California Saga (California) composition, maybe a tribute to his love of Brian's 1965 classic.
Also just read some of Brian's proudest Beach Boys works, including Surfs Up, Do It Again and Sail On Sailor.