Extended Data Fig. 7: Computation time comparison of GNLSE and RNN modelling.
From: Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network
(a) Simulation time to compute evolution maps of supercontinuum similar to those presented in Fig. 6 using the GNLSE and RNN, as a function of the number of points Np in the temporal (or spectral) grid and number of computed maps as indicated in the parentheses. (b) Simulation time to compute evolution maps of multimode simulations similar to those shown in Extended Data Fig. 6 using the multimode GNLSE and RNN, as a function of the number of realizations for a constant number of modes and grid points.
