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Data-driven Discovery of the Ideal Four Wave Mixing Modelin Nonlinear Fiber Optics

Authors :
Ermolaev, Andrei
Sheveleva, A
Salmela, Lauri
Genty, Goëry
Finot, Christophe
Dudley, John Michael
Femto-st, Optique
Publication Year :
2022
Publisher :
HAL CCSD, 2022.

Abstract

We use the machine learning technique of spars eregression to “reverseengineer” dynamical data to discover the underlying physical model of four wave mixing in nonlinear fibre optics.

Details

Language :
English
Database :
OpenAIRE
Accession number :
edsair.od......3711..d9ec32adaf179164a61df699d9b56bc3