Convolutional Neural Networks for Mode On-Demand High Finesse Optical Resonator Design

Denis V. Karpov, Sergei Kurdiumov, Peter Horak

We demonstrate the use of machine learning through convolutional neural networks to solve inverse design problems of optical resonator engineering. The neural network finds a harmo…