Using machine learning to predict extreme events in complex systems

It is organized in a tensor of the shape (M,J,N), where M 10, 000 is the total ensemble size, J 32 is the spatial discretization size, and N 50 is the sampled time instants with the time step Δt 0.01. Thus the initial data for training are given as the tKdV solutions in the time window 0,0.5.