Physics Informed Learning, Neural Networks, Machine Learning, Differential Equations, Math.
vector that will be used as input of our NN t_numpy = np.arange(0, 5+0.01, 0.01, dtype=np.float32) t = torch.from_numpy(t_numpy).reshape(len(t_numpy), 1) t.requires_grad_(True) # Constant for the model k = 1 # Instantiate one model with 50 neurons on the hidden layers model =