Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > CLEO_FS > 2023 > FTu4B > FTu4B.2

Predicting the interplay between second- and third-order nonlinear interaction in periodically-poled nanophotonic waveguides using machine learning

Simone Lauria and Mohammed F. Saleh

Not Accessible

Your library or personal account may give you access

Abstract

We have developed a recurrent neural network that efficiently simulates the unidirectional pulse propagation equation. The model is validated via predicting complex nonlinear interactions in a periodically poled nanophotonic LiNbO3 waveguide.

© 2023 The Author(s)

PDF Article
More Like This
Exploiting engineered second- and third-order nonlinear mixing in tailoring supercontinuum generation in LiNbO3 waveguides

Simone Lauria and Mohammed F. Saleh
JTu3A.36 CLEO: Applications and Technology (CLEO:A&T) 2022

Optical Computing for Machine Learning with Integrated Waveguides

Mustafa Yildirim, Ilker Oguz, Fabian Kaufmann, Marc Reig Escale, Rachel Grange, Demetri Psaltis, and Christophe Moser
jsiii_1_6 European Quantum Electronics Conference (EQEC) 2023

Supercontinuum spectral evolution prediction by recurrent neural network

Lauri Salmela, Coraline Lapre, John M. Dudley, and Goery Genty
STu4H.6 CLEO: Science and Innovations (CLEO:S&I) 2020

View More...
Select as filters
Select Topics Cancel
Top
       
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.
Privacy | Terms of Use