Physics Informed Learning, Neural Networks, Machine Learning, Differential Equations, Math.
and figure out what's going on with a set of training data. However, when you train a neural network to obey the behavior of your training data and hopefully fit unseen data, your model is highly dependent on the data itself, and not on the underlying nature of your system. It sounds almost like a