Christopher Mayes

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 4

Top Topics

Transfer Learning

Tuning Parameters

Top Venues

Mach. Learn. Sci. Technol.

Publications

Sara A. Miskovich, Willie Neiswanger, William Colocho, Claudio Emma, Jacqueline Garrahan, Timothy Maxwell, Christopher Mayes, Stefano Ermon, Auralee Edelen, Daniel Ratner
Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives. Mach. Learn. Sci. Technol. 5 (1) (2024)
Sara A. Miskovich, Willie Neiswanger, William Colocho, Claudio Emma, Jacqueline Garrahan, Timothy Maxwell, Christopher Mayes, Stefano Ermon, Auralee Edelen, Daniel Ratner
Bayesian Algorithm Execution for Tuning Particle Accelerator Emittance with Partial Measurements. CoRR (2022)
Auralee Edelen, Christopher Mayes
Neural Network Solver for Coherent Synchrotron Radiation Wakefield Calculations in Accelerator-based Charged Particle Beams. CoRR (2022)
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) (2021)