Christopher Mayes

According to our database, Christopher Mayes authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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., March, 2024

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

Neural Network Solver for Coherent Synchrotron Radiation Wakefield Calculations in Accelerator-based Charged Particle Beams.

Auralee Edelen, Christopher Mayes

CoRR, 2022

2021

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