The Proper Orthogonal Decomposition for Dimensionality Reduction in Mode-Locked Lasers and Optical Systems
Figure 1
Evolution of the soliton. Although it appears to be a very simple evolution, the phase is evolving in a nonlinear fashion, and approximately 50 Fourier modes are required to model accurately this behavior.