Improving surrogate model accuracy for the LCLS-II injector frontend using convolutional neural networks and transfer learning

Lipi Gupta, Auralee Edelen, Nicole Neveu, Aashwin Mishra, Christopher Mayes, Youngkee Kim. Improving surrogate model accuracy for the LCLS-II injector frontend using convolutional neural networks and transfer learning. Mach. Learn. Sci. Technol., 2(4):45025, 2021. [doi]

Authors

Lipi Gupta

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Auralee Edelen

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Nicole Neveu

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Aashwin Mishra

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Christopher Mayes

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Youngkee Kim

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