Intelligent Gain Flattening of FMF Raman Amplification by Machine Learning Based Inverse Design

We report an intelligent gain flattering method for rapid, precise and objective-driven FMF Raman amplifier design, by using machine learning based inverse design method to optimize the pump wavelengths, powers and mode contents.