Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19

Vinicius L. S. Silva, Claire E. Heaney, Yaqi Li +1

We propose the novel use of a generative adversarial network (GAN) (i) to make predictions in time (PredGAN) and (ii) to assimilate measurements (DA-PredGAN). In the latter case, w…