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Tomy, Abhishek (author), Razzanelli, Matteo (author), Di Lauro, Francesco (author), Rus, Daniela (author), Della Santina, C. (author)When an epidemic spreads into a population, it is often impractical or impossible to continuously monitor all subjects involved. As an alternative, we propose using algorithmic solutions that can infer the state of the whole population from a limited number of measures. We analyze the capability of deep neural networks to solve this...journal article 2022