Rapid retrieval of femtosecond and attosecond pulses from streaking traces using convolutional neural networks

Rapid retrieval of femtosecond and attosecond pulses from streaking traces using convolutional neural networks

Attosecond streaking is a powerful and versatile technique that allows the full-field characterisation of femtosecond to attosecond optical pulses. It has been instrumental in the verification of attosecond pulse generation and probing of ultrafast dynamics in matter. Recently, machine learning (ML)...

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Bibliographic Details
Main Authors: G Hajivassiliou, M Kassapis, J W G Tisch
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:New Journal of Physics
Subjects:
machine learning
neural networks
attosecond metrology
attosecond retrieval methods
attosecond streaking
Online Access:https://doi.org/10.1088/1367-2630/acf4b8

Internet

https://doi.org/10.1088/1367-2630/acf4b8

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