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20162023
most citedFirst Steps Toward Incorporating Image Based Diagnostics Into Particle Accelerator Control Systems Using Convolutional Neural Networks

13 citations · 38 across the 12 of their papers we have counts for

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Showing 2018Show all

7 papers · 1 filter

physics.acc-ph2018

Opportunities in Machine Learning for Particle Accelerators

Auralee Edelen, Christopher Mayes, Daniel Bowring +10

Machine learning (ML) is a subfield of artificial intelligence. The term applies broadly to a collection of computational algorithms and techniques that train systems from raw data…

physics.acc-ph2018★ 4 cited

PIP-II Injector Test Warm Front End: Commissioning Update

L. Prost, R. Andrews, C. Baffes +19

The Warm Front End (WFE) of the Proton Improvement Plan II Injector Test at Fermilab has been constructed to its full length. It includes a 15-mA DC, 30-keV H- ion source, a 2 m-lo…

physics.acc-ph2018★ 2 cited

Commissioning And First Results From The Fermilab Cryomodule Test Stand

E. R. Harms, M. Awida, C. Baffes +34

A new test stand dedicated to Superconducting Radiofrequency (SRF) cryomodule testing, CMTS1, has been commissioned and is now in operation at Fermilab. The first device to be cool…

physics.acc-ph2018

Adaptive beam loading compensation in room temperature bunching cavities

J. P. Edelen, B. E. Chase, E. Cullerton +1

In this paper we present the design, simulation, and proof of principle results of an optimization based adaptive feed-forward algorithm for beam-loading compensation in a high imp…

physics.acc-ph2018

Automatic phase calibration for RF cavities using beam-loading signals

J. P. Edelen, B. E. Chase

Precise calibration of the cavity phase signals is necessary for the operation of any particle accelerator. For many systems this requires human in the loop adjustments based on me…

physics.acc-ph2018★ 2 cited

Status of the warm front end of PIP-II injector test

A. Shemyakin, M. Alvarez, R. Andrews +15

The Proton Improvement Plan II (PIP-II) at Fermilab is a program of upgrades to the injection complex. At its core is the design and construction of a CW compatible, pulsed H- SRF…

physics.acc-ph2018

Low Level RF Control for the PIP-II Accelerator

J. P. Edelen, B. E. Chase, E. Cullerton +9

The PIP-II accelerator is a proposed upgrade to the Fermilab accelerator complex that will replace the existing, 400 MeV room temperature LINAC with an 800 MeV superconducting LINA…