Variational Inference Formulation for a Model-Free Simulation of a Dynamical System with Unknown Parameters by a Recurrent Neural Network

We propose a recurrent neural network for a “model-free” simulation of a dynamical system with unknown parameters without prior knowledge. The deep learning model aims to jointly learn the nonlinea...