Deep Learning, Fluid Mechanics, Optical Computing, AI, Energy Efficiency.
compared with the high-resolution solution of the equation. We first tried to train the network using the sum of the mean squared error on the vorticity at each point as loss function. However, we noticed that although the numerical value of the loss was decreasing quickly, the results visually