Spectral optimization of supercontinuum shaping using metaheuristic algorithms, a comparative study

Abstract Supercontinuum generation in optical fiber involves complex nonlinear dynamics, making optimization challenging, and typically relying on trial-and-error or extensive numerical simulations. Machine learning and metaheuristic algorithms offer more efficient optimization approaches. We report...

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Bibliographic Details
Main Authors: Mathilde Hary, Teemu Koivisto, Sara Lukasik, John M. Dudley, Goëry Genty
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-84567-x
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