Physics model-informed Gaussian process for online optimization of particle accelerators

Hanuka, Adi (ORCID:0000000192760063); Huang, X. (ORCID:0000000281959277); Shtalenkova, J.; Kennedy, D.; Edelen, A.; Zhang, Z.; Lalchand, V. R.; Ratner, D.; Duris, J.

doi:10.1103/physrevaccelbeams.24.072802

DOE OSTI · 1806381

Physics model-informed Gaussian process for online optimization of particle accelerators

Hanuka, Adi (ORCID:0000000192760063)·Huang, X. (ORCID:0000000281959277)·Shtalenkova, J.·Kennedy, D.·Edelen, A.·Zhang, Z.·Lalchand, V. R.·Ratner, D.·Duris, J.

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43 PARTICLE ACCELERATORS Accelerator/storage ring control systems Beam control Beam loss Nonlinear beam dynamics

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Hanuka, Adi (ORCID:0000000192760063), Huang, X. (ORCID:0000000281959277), Shtalenkova, J., Kennedy, D., Edelen, A., Zhang, Z., Lalchand, V. R., Ratner, D., Duris, J.. 2021-07-08. Physics model-informed Gaussian process for online optimization of particle accelerators. https://doi.org/10.1103/physrevaccelbeams.24.072802

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