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neural network for phase retrieval from attosecond streaking traces

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Attosecond Streaking Phase Retrieval Neural Network

neural network for phase retrieval from attosecond streaking traces

used in the following publications

White, Jonathon & Chang, Zenghu. (2019). Attosecond Phase Retrieval by Deep Neural Network. FF2C.4. 10.1364/CLEO_QELS.2019.FF2C.4. https://www.osapublishing.org/oe/fulltext.cfm?uri=oe-27-4-4799&id=404822

Li, Jie & Chew, Andrew & Hu, Shuyuan & White, Jonathon & Ren, Xiaoming & Han, Seunghwoi & Yin, Yanchun & Wang, Yang & Wu, Yi & Chang, Zenghu. (2019). Double optical gating for generating high flux isolated attosecond pulses in the soft X-ray regime. Optics Express. 27. 30280. 10.1364/OE.27.030280. https://www.osapublishing.org/oe/fulltext.cfm?uri=oe-27-21-30280&id=422007

Zhu, Zheyuan & Sun, Yangyang & White, Jonathon & Chang, Zenghu & Pang, Shuo. (2020). Signal retrieval with measurement system knowledge using variational generative model. IEEE Access. PP. 1-1. 10.1109/ACCESS.2020.2978435. https://ieeexplore.ieee.org/abstract/document/9024062

please contact me if your interested in using this or have questions at my email jonathonwhite@protonmail.com

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