Name : MANTOVANI Francesco Service : EURECOM - Data Science Function : cifre doctoral student Email : Francesco.Mantovani@eurecom.fr Office : Thesis Scalable Update of Large Language Models with Episodic Memories for Continuous Knowledge Integration