An MLP trained on 2,826 lasing-off bunches at FLASH2 predicts electron bunch power profiles from 22 machine parameters, beating mean and neighboring-shot baselines.
Jhalani, Jacek Krzywinski, Timothy J
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Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power
An MLP trained on 2,826 lasing-off bunches at FLASH2 predicts electron bunch power profiles from 22 machine parameters, beating mean and neighboring-shot baselines.