Physics Informed Learning, Neural Networks, Machine Learning, Differential Equations, Math.
NeuralNet(hidden_size=50) # Loss and optimizer learning_rate = 8e-3 optimizer = torch.optim.SGD(model.parameters(), lr=learning_rate) # Number of epochs num_epochs = int(1e4) Finally, let's start our training loop: for epoch in range(num_epochs): # Randomly perturbing the training points to have a