In our discussions of ordinary differential equations and partial differential equations using neural networks. Here we will discuss how we can solve say ordinary differential equations and eigenvalue problems using RNNs. Eigenvalue problems can be solved using RNNs by rewriting such a problems as a non-linear differential equation.
Instead of starting with a well-known ordinary differential equation, we start directly with an eigenvaule problem.