Machine Learning, Scientific Method, Numerical Methods, Numerical Analysis, Neural Networks.
it with numerical schemes. The gradient calculation can be laborious with the traditional adjoint state methods but is trivial with automatic differentiation. Let’s assume the true X has the following form The exact φ is given by The idea is to use a neural network N(x;w) with weights and biases w