activity
20132022
most citedNeural Networks for Modeling and Control of Particle Accelerators

106 citations · 266 across the 17 of their papers we have counts for

collaborators

17 papers

physics.acc-ph2022

Feasibility study for the hard x-ray free electron laser based on synergistic use of conventional and plasma accelerator technologies

Nikolai Yampolsky, Sandra Biedron, Bjorn Manuel Hegelich +3

We access the possibility of using the conventional RF accelerator as an injector for the plasma driven wakefield accelerator. Conventional accelerators deliver high quality beams…

physics.ins-det2022★ 2 cited

LANSCE-PSR Short-Pulse Upgrade for Improved Dark Sector Particle Searches with the Coherent Captain Mills Experiment

R. G. Van de Water, S. G. Biedron, E. -C. Huang +11

Proton beam dumps are prolific sources of charged and neutral pions, enabling a powerful technique to search for dark matter, axions, sterile neutrinos, tests of short baseline ano…

physics.acc-ph2022

Ion Coulomb Crystals in Storage Rings for Quantum Information Science

S. Brooks, K. Brown, F. Méot +29

Quantum information science is a growing field that promises to take computing into a new age of higher performance and larger scale computing as well as being capable of solving p…

physics.acc-ph2022★ 3 cited

Snowmass21 Accelerator Modeling Community White Paper

S. Biedron, L. Brouwer, D. L. Bruhwiler +24

After a summary of relevant comments and recommendations from various reports over the last ten years, this paper examines the modeling needs in accelerator physics, from the model…

hep-ph2021★ 19 cited

Prospects for detecting axionlike particles at the Coherent CAPTAIN-Mills experiment

A. A. Aguilar-Arevalo, D. S. M. Alves, S. Biedron +45

We show results from the Coherent CAPTAIN Mills (CCM) 2019 engineering run which begin to constrain regions of parameter space for axion-like particles (ALPs) produced in electroma…

hep-ex2021★ 56 cited

First Dark Matter Search Results From Coherent CAPTAIN-Mills

A. A. Aguilar-Arevalo, S. Biedron, J. Boissevain +47

This paper describes the operation of the Coherent CAPTAIN-Mills (CCM) detector located at the Lujan Neutron Science Center (LANSCE) at Los Alamos National Laboratory (LANL). CCM i…

physics.acc-ph2019★ 2 cited

Studies in Applying Machine Learning to LLRF and Resonance Control in Superconducting RF Cavities

Jorge Alberto Diaz Cruz, Sandra Biedron, Manel Martinez-Ramon +2

Superconducting Radio-Frequency (SRF) cavities operating in continuous wave (CW) mode and with low beam loading are devices characterized by a high loaded quality factor, in the or…

physics.acc-ph2016★ 4 cited

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…

physics.acc-ph2016★ 13 cited

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…

physics.acc-ph2016★ 1 cited

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…

physics.optics2016★ 17 cited

A temporal model for quasi-phase matching in high-order harmonic generation

Y. Tao, S. J. Goh, H. M. J. Bastiaens +4

We present a model for quasi-phase matching (QPM) in high-order harmonic generation (HHG). Using a one-dimensional description, we analyze the time-dependent, ultrafast wave-vector…

physics.optics2016★ 14 cited

Cluster size dependence of high-order harmonic generation

Y. Tao, R. Hagmeijers, H. M. J. Bastiaens +5

We investigate high-order harmonic generation (HHG) from noble gas clusters in a supersonic gas jet. To identify the contribution of harmonic generation from clusters versus that f…

physics.acc-ph2016★ 106 cited

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…

physics.acc-ph2016★ 15 cited

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…

physics.acc-ph2015★ 3 cited

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.…

physics.plasm-ph2015★ 9 cited

Single-shot fluctuations in waveguided high-harmonic generation

S. J. Goh, Y. Tao, P. J. M. van der Slot +6

For exploring the application potential of coherent soft x-ray (SXR) and extreme ultraviolet radiation (XUV) provided by high-harmonic generation, it is important to characterize t…

physics.ins-det2013★ 2 cited

IRIDE White Book, An Interdisciplinary Research Infrastructure based on Dual Electron linacs&lasers

D. Alesini, M. Alessandroni, M. P. Anania +211

This report describes the scientific aims and potentials as well as the preliminary technical design of IRIDE, an innovative tool for multi-disciplinary investigations in a wide fi…