106 citations · 173 across the 10 of their papers we have counts for
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Neural Network Model Of The PXIE RFQ Cooling System and Resonant Frequency Response
A. L. Edelen, S. G. Biedron, S. V. Milton +4
As part of the PIP-II Injector Experiment (PXIE) accelerator, a four-vane radio frequency quadrupole (RFQ) accelerates a 30-keV, 1-mA to 10-mA H- ion beam to 2.1 MeV. It is designe…
First Steps Toward Incorporating Image Based Diagnostics Into Particle Accelerator Control Systems Using Convolutional Neural Networks
A. L. Edelen, S. G. Biedron, S. V. Milton +1
At present, a variety of image-based diagnostics are used in particle accelerator systems. Often times, these are viewed by a human operator who then makes appropriate adjustments…
Resonant Frequency Control For the PIP-II Injector Test RFQ: Control Framework and Initial Results
A. L. Edelen, S. G. Biedron, S. V. Milton +5
For the PIP-II Injector Test (PI-Test) at Fermilab, a four-vane radio frequency quadrupole (RFQ) is designed to accelerate a 30-keV, 1-mA to 10-mA, H- beam to 2.1 MeV under both pu…
Neural Networks for Modeling and Control of Particle Accelerators
A. L. Edelen, S. G. Biedron, B. E. Chase +3
We describe some of the challenges of particle accelerator control, highlight recent advances in neural network techniques, discuss some promising avenues for incorporating neural…
Deep Saturated Free Electron Laser Oscillators and Frozen Spikes
P. L. Ottaviani, S. Pagnutti, G. Dattoli +5
We analyze the behavior of Free Electron Laser (FEL) oscillators operating in the deep saturated regime and point out the formation of sub-peaks of the optical pulse. They are very…
Initial experimental results of a machine learning-based temperature control system for an RF gun
A. L. Edelen, S. G. Biedron, S. V. Milton +8
Colorado State University (CSU) and Fermi National Accelerator Laboratory (Fermilab) have been developing a control system to regulate the resonant frequency of an RF electron gun.…
Pathway to a Compact SASE FEL Device
G. Dattoli, E. Di Palma, V. Petrillo +6
Newly developed high peak power lasers have opened the possibilities of driving coherent light sources operating with laser plasma accelerated beams and wave undulators. We specula…