Boscolo, Sonia, Dudley, John M. and Finot, Christophe (2023). Modelling nonlinear propagation of periodic waveforms in optical fibre with a neural network. IN: Technical Digest of the Conference on Lasers and Electro- Optics (CLEO 2023). USA: Optica Publishing Group.
Abstract
We deploy a neural network to predict the spectro-temporal evolution of a periodic waveform upon nonlinear fibre propagation and demonstrate efficient probing of the input-parameter space for on-demand comb generation or significant spectral/temporal focusing occurrence.
| Publication DOI: | https://doi.org/10.1364/CLEO_SI.2023.SM4F.7 |
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| Divisions: | College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT) |
| Additional Information: | Copyright © 2023, The Author(s). This accepted manuscript version is licensed under the Creative Commons Attribution License CC BY [https://creativecommons.org/licenses/by/4.0/]. |
| Event Title: | Conference on Lasers and Electro-Optics (CLEO 2023) |
| Event Type: | Other |
| Event Location: | San Jose McEnery Convention Center |
| Event Dates: | 2023-05-07 - 2023-05-12 |
| ISBN: | 9781957171258 |
| Last Modified: | 26 Dec 2023 09:51 |
| Date Deposited: | 11 Aug 2023 16:08 |
| Full Text Link: | |
| Related URLs: |
https://opg.opt ... _SI-2023-SM4F.7
(Publisher URL) https://hal.sci ... /hal-04092055v1 (Author URL) |
PURE Output Type: | Chapter (peer-reviewed) |
| Published Date: | 2023-07 |
| Authors: |
Boscolo, Sonia
(
0000-0001-5388-2893)
Dudley, John M. Finot, Christophe |
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)