Physics Informed Learning, Neural Networks, Machine Learning, Differential Equations, Math.
= nn.MSELoss() # Define the loss function for the initial condition def initial_condition_loss(y, target_value): return nn.MSELoss()(y, target_value) Now, we shall create a time array that will be used as train data, and instantiate the model, and also choose an optimization algorithm: # Time