Optimization of femtosecond fiber laser pulses with selected machine-learning algorithms

\nWe investigate the possibility of optimization of ultrashort laser pulses by spectral phase modulation using machine learning algorithms. We compare the efficiency of two algorithms: Grey Wolf Optimizer and Genetic Algorithm.\n

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2024-10-18
DOI
https://doi.org/10.1051/epjconf/202430702019/pdf
Primary Topic
Space Technology and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Optimization of femtosecond fiber laser pulses with selected machine-learning algorithms

Springer Link (Chiba Institute of Technology)
Space Technology and Applications
article

Optimization of femtosecond fiber laser pulses with selected machine-learning algorithms

article en

Abstract

\nWe investigate the possibility of optimization of ultrashort laser pulses by spectral phase modulation using machine learning algorithms. We compare the efficiency of two algorithms: Grey Wolf Optimizer and Genetic Algorithm.\n

Springer Link (Chiba Institute of Technology)
Openalex Percentile: Top 67%
Space Technology and Applications
DOIOpen Access PDFOpenAlex
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Optimization of femtosecond fiber laser pulses with selected machine-learning algorithms · Springer Link (Chiba Institute of Technology) (2024) | TGRS Research Map | TGRS