arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2002.08815physics.optics

Artificial neural networks for nonlinear pulse shaping in optical fibers

Sonia Boscolo, Christophe Finot

英文摘要:

We use a supervised machine-learning model based on a neural network to predict the temporal and spectral intensity profiles of the pulses that form upon nonlinear propagation in optical fibers with both normal and anomalous second-order dispersion. We also show that the model is able to retrieve the parameters of the nonlinear propagation from the pulses observed at the output of the fiber. Various initial pulse shapes as well as initially chirped pulses are investigated.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑