Search Results for author: Kiyomi Seiya

Found 3 papers, 1 papers with code

Studies of Beam Intensity Effects in Fermilab Booster Synchrotron

no code implementations22 Dec 2020 Jeff Eldred, Valeri Lebedev, Kiyomi Seiya, Vladimir Shiltsev

Detrimental beam dynamics effects limit performance of high intensity rapid cycling synchrotrons (RCS) such as the 8 GeV proton Fermilab Booster.

Accelerator Physics

Real-time Artificial Intelligence for Accelerator Control: A Study at the Fermilab Booster

1 code implementation14 Nov 2020 Jason St. John, Christian Herwig, Diana Kafkes, William A. Pellico, Gabriel N. Perdue, Andres Quintero-Parra, Brian A. Schupbach, Kiyomi Seiya, Nhan Tran, Javier M. Duarte, Yunzhi Huang, Malachi Schram, Rachael Keller

We describe a method for precisely regulating the gradient magnet power supply at the Fermilab Booster accelerator complex using a neural network trained via reinforcement learning.

Accelerator Physics

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