Epidemiology

Our forecasting model combines the signal of a discrete stochastic epidemic computational model based on a meta-population approach called DeepGLEAM with a deep learning framework that learns spatial and temporal biases of past predictions to further improve forecasts. Like many others, this model assumes that the current intervention strategies continue in order to make predictions about the future death tolls.