Comparison of Deep Learning and Deterministic Algorithms for Control Modeling

Hanfeng Zhai, Timothy Sands

Controlling nonlinear dynamics arise in various engineering fields. We present efforts to model the forced van der Pol system control using physics-informed neural networks (PINN)…