Elio’s father Samuel, now divorced, is on a trip from Florence to Rome to visit Elio, who has become a gifted classical pianist. A chance encounter on the train leads to a relationship that changes Sami’s life definitively. Elio soon moves to Paris where he too has a consequential affair, while Oliver, now a professor in northern New England, considers returning to Europe with his sons having grown.