Physics Informed Learning, Neural Networks, Machine Learning, Differential Equations, Math.
self.l3(out) out = self.relu3(out) out = self.l4(out) return out This one is just a simple MLP with LeakyReLU activation functions. Then, I will define the loss functions to calculate them later during the training loop: # Create the criterion that will be used for the DE part of the loss criterion