Inverse design of waveguide grating mode converters using artificial neural networks

Ali Mohajer Hejazi, Vincent Ginis

Machine learning techniques, notably various deep neural network methods, are instrumental in processing extensive and intricate data sets in engineering and scientific fields. Thi…