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A physics-informed neural network to model COVID-19 infection and hospitalization scenarios

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In this paper, we replace the standard numerical approach of estimating parameters in a mathematical model using numerical solvers for differential equations with a physics-informed neural network (PINN). This neural network requires a sequence of time instanc... ...