Decreasing the temporal complexity for nonlinear, implicit reduced-order models by forecasting

Kevin Carlberg, Jaideep Ray, Bart van Bloemen Waanders

Implicit numerical integration of nonlinear ODEs requires solving a system of nonlinear algebraic equations at each time step. Each of these systems is often solved by a Newton-lik…