What caused the train to derail remains unclear but officials say an investigation has been launched.
The BBC's Guy Hedgecoe visited the scene, where a large police cordon is in place.
The Valentino Garavani and Giancarlo Giammetti Foundation said the fashion designer died peacefully in Rome.
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