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Conferences > CLEO_SI > 2019 > SM4E > SM4E.6

Deep Learning for Real-Time Modeling of High Repetition Rate, Short Pulse CPA Laser Amplifier

Sandrine I Herriot, Thomas C Galvin, Brenda M Ng, Emily F Sistrunk, Shawn Betts, Craig W Siders, Thomas M Spinka, Daniel Smith, Sachin S Talathi, Wade H Williams, and Constantin L Haefner

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Abstract

Real-time feedback loop of kHz repetition rate, high intensity laser sets new challenges to the traditional modeling concept. We present a deep learning approach to model amplification and laser-induced damage in CPA laser system enabling high speed analysis above tens of kHz.

© 2019 The Author(s)

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