Italian newspaper Il Riformista says Chelsea boss Carlo Ancelotti is keen to be reunited with the youngster.
Milan are reportedly ready to sell their star players in order to freshen up the squad.
Pato is in regular contact with his former Milan boss Ancelotti and the Chelsea boss is keen for club owner Roman Abramovic to sign the youngster.
