Learning phase-space flows using time-discrete implicit Runge-Kutta PINNs

Álvaro Fernández Corral, Nicolás Mendoza, Armin Iske +2

We present a computational framework for obtaining multidimensional phase-space solutions of systems of non-linear coupled differential equations, using high-order implicit Runge-K…