Differential Equations, Neural Networks, Deep Learning, Machine Learning, Ml So Good.
Method In theory: We suppose a trial solution that is depended on a neural network. This neural network will be trained such that the trial solution fits the analytical solution of the ode. According to equation (11) of the paper , for the specific example, we have the y trial below. N(x,theta) is