Identifying Memory Effects in Epidemics via a Fractional SEIRD Model and Physics-Informed Neural Networks

Achraf Zinihi

We develop a physics-informed neural network (PINN) framework for parameter estimation in fractional-order SEIRD epidemic models. By embedding the Caputo fractional derivative into…