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Christopher Mayes
Publication Activity (10 Years)
Years Active: 2021-2022
Publications (10 Years): 3
Top Topics
Hierarchical Bayesian Model
Neural Network
Transfer Learning
Multi Layer Perceptron
Top Venues
CoRR
Mach. Learn. Sci. Technol.
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Publications
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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)