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20172026
most citedHigh-fidelity Prediction of Megapixel Longitudinal Phase-space Images of Electron Beams using Encoder-Decoder Neural Networks

29 citations · 58 across the 8 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

physics.acc-ph2021★ 15 cited

Accurate measurement of uncorrelated energy spread in electron beam

Sergey Tomin, Igor Zagorodnov, Winfried Decking +2

We present measurements of slice energy spread at the injector section of the European X-Ray Free Electron Laser for an electron bunch with charge of 250 pC. Two methods considered…

cs.LG2021★ 29 cited

High-fidelity Prediction of Megapixel Longitudinal Phase-space Images of Electron Beams using Encoder-Decoder Neural Networks

Jun Zhu, Ye Chen, Frank Brinker +3

Modeling of large-scale research facilities is extremely challenging due to complex physical processes and engineering problems. Here, we adopt a data-driven approach to model the…