Machine Learning Analysis of Optical Rogue Solitons in Supercontinuum Generation

摘要

We use machine learning techniques to predict the peak intensity and temporal shift of extreme red-shifted rogue solitons in supercontinuum generation from simulated single-shot spectral intensity profiles without any phase information.