Post COVID19 loss of smell sensation is due to weakness of smell sensation Olfactory nerves by Coronavirus. Like all nerve problems smell is lost overnight, but slowly recover in weeks, months and even years. It might take upto 18 month to recover. You can try Olfactory training (You tube) for speeding up the recovery of nerves, Vitamins can also help.