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pro vyhledávání: '"William A. Pellico"'
Autor:
Jason St. John, Christian Herwig, Diana Kafkes, Jovan Mitrevski, William A. Pellico, Gabriel N. Perdue, Andres Quintero-Parra, Brian A. Schupbach, Kiyomi Seiya, Nhan Tran, Malachi Schram, Javier M. Duarte, Yunzhi Huang, Rachael Keller
Publikováno v:
Physical Review Accelerators and Beams, Vol 24, Iss 10, p 104601 (2021)
We describe a method for precisely regulating the gradient magnet power supply (GMPS) at the Fermilab Booster accelerator complex using a neural network trained via reinforcement learning. We demonstrate preliminary results by training a surrogate ma
Externí odkaz:
https://doaj.org/article/df7b8a900ec541e18a60c6dac46db8e9
