6533b7d0fe1ef96bd125b738
RESEARCH PRODUCT
Predicting ultrafast nonlinear dynamics in optical fiber using neural networks
John M. DudleyGoëry GentyLauri Salmelasubject
Optical fiberNonlinear phenomenaMaterials scienceMulti-mode optical fiberArtificial neural networkbusiness.industryPhysics::Opticslaw.inventionSupercontinuumNonlinear systemlawPulse compressionOptoelectronicsbusinessUltrashort pulsedescription
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.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2021-03-08 | Fiber Lasers XVIII: Technology and Systems |