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 (Mach. Learn. Sci. Technol., 2021)

Neural Network Solver for Coherent Synchrotron Radiation Wakefield Calculations in Accelerator-based Charged Particle Beams. - Auralee Edelen; Christopher Mayes (CoRR, 2022)

Bayesian Algorithm Execution for Tuning Particle Accelerator Emittance with Partial Measurements. - Sara A. Miskovich; Willie Neiswanger; William Colocho; Claudio Emma; Jacqueline Garrahan; Timothy Maxwell; Christopher Mayes; Stefano Ermon; Auralee Edelen; Daniel Ratner (CoRR, 2022)

Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives. - Sara A. Miskovich; Willie Neiswanger; William Colocho; Claudio Emma; Jacqueline Garrahan; Timothy Maxwell; Christopher Mayes; Stefano Ermon; Auralee Edelen; Daniel Ratner (Mach. Learn. Sci. Technol., 2024)