On Learning the Dynamical Response of Nonlinear Control Systems with Deep Operator Networks

Guang Lin, Christian Moya, Zecheng Zhang

We propose a Deep Operator Network~(DeepONet) framework to learn the dynamic response of continuous-time nonlinear control systems from data. To this end, we first construct and tr…