The time dependent Navier-Stokes equation is learned by the MarkovNeuralOperator with only one time step information. The result of this example can be found here.

Apart from just training a MNO, here, we train the model with lower resolution (96x64) and inference result with higher resolution (192x128).

Ground Truth	Inferenced

Change directory to example/SuperResolution and use following commend to train model:

julia> using SuperResolution;
       SuperResolution.train();
$ julia --proj