Presentation
8 March 2021 Predicting ultrafast nonlinear dynamics in optical fiber using neural networks
Author Affiliations +
Abstract
We show how neural networks can be used to model complex and predict nonlinear propagation dynamics in optical fibres for a widerange of input conditions and fibre systems, including pulse compression, ultra-broadband supercontinuum generation, and multimode fiber systems. Our results open up novel perspectives to model and optimize complex nonlinear dynamics and systems.
Conference Presentation
© (2021) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Goëry Genty, Lauri Salmela, and John M Dudley "Predicting ultrafast nonlinear dynamics in optical fiber using neural networks", Proc. SPIE 11665, Fiber Lasers XVIII: Technology and Systems, 116650K (8 March 2021); https://doi.org/10.1117/12.2588429
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