“…In recent years, various interesting nonlinear dynamics such as spatiotemporal instability 3,4 , dispersive wave generation 5 , graded-index solitons 6,7 , self-beam cleaning 8 , nonlinear pulse compression 9 , and supercontinuum generation 10,11 have been reported. In addition to the aforementioned single-pass dynamics, spatiotemporal mode-locked lasers [12][13][14] have been realized, thanks to the low-modal-dispersion pulse propagation in graded-index multimode fibres. Using a spatial light modulator, learning and controlling nonlinear optical dynamics in graded-index multimode fibres was demonstrated by modifying the spatial properties of the intense pump pulse 15,16 .…”