Inverse Design of Few-Mode Fiber by Neural Network for Weak-Coupling Optimization

We use a neural network to inversely design a four-ring few-mode fiber for weak-coupling optimization so as to support MIMO-less MDM optical communication. This method provides high-accuracy, high-efficiency and low-complexity for complexed fiber design.