Physics Informed Learning, Neural Networks, Machine Learning, Differential Equations, Math.
at each of its training epochs. Another reason is that neural networks are good interpolators, so if you want to know the value of the function in unseen data (but this "unseen data" has to lie within the time interval you trained) the neural network will promptly give you a value that classic