The Portuguese coach had penned a three-year deal with the Isfahan-based football club in June 2022.
Morais announced his retirement after a win over Aluminum in the Iran league.
Sepahan sits first in the table with 20 points out of nine matches.
Morais had replaced Moharram Navidkia in Sepahan.