Inverse Problem of Nonlinear Schrödinger Equation as Learning of Convolutional Neural Network

Yiran Wang, Zhen Li

In this work, we use an explainable convolutional neural network (NLS-Net) to solve an inverse problem of the nonlinear Schrödinger equation, which is widely used in fiber-optic co…