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An adaptive approach to machine learning for compact particle accelerators.
Sci Rep. 2021 Sep 28;11(1):19187. doi: 10.1038/s41598-021-98785-0.
Sci Rep. 2021.
PMID: 34584162
Free PMC article.
Demonstration of Model-Independent Control of the Longitudinal Phase Space of Electron Beams in the Linac-Coherent Light Source with Femtosecond Resolution.
Scheinker A, Edelen A, Bohler D, Emma C, Lutman A.
Scheinker A, et al.
Phys Rev Lett. 2018 Jul 27;121(4):044801. doi: 10.1103/PhysRevLett.121.044801.
Phys Rev Lett. 2018.
PMID: 30095929
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Adaptive autoencoder latent space tuning for more robust machine learning beyond the training set for six-dimensional phase space diagnostics of a time-varying ultrafast electron-diffraction compact accelerator.
Scheinker A, Cropp F, Filippetto D.
Scheinker A, et al.
Phys Rev E. 2023 Apr;107(4-2):045302. doi: 10.1103/PhysRevE.107.045302.
Phys Rev E. 2023.
PMID: 37198850
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