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Dean Edstrom

Researcher at Fermilab

Publications -  61
Citations -  405

Dean Edstrom is an academic researcher from Fermilab. The author has contributed to research in topics: Fermilab & Cryomodule. The author has an hindex of 7, co-authored 59 publications receiving 327 citations.

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Neural Networks for Modeling and Control of Particle Accelerators

TL;DR: In this paper, a neural network-based control system for particle accelerators is described. And the authors describe some of the challenges of particle accelerator control, highlight recent advances in neural network techniques, discuss some promising avenues for incorporating neural networks into particle accelerator controller systems, and describe a neural networks based control system that is being developed for resonance control of an RF electron gun at the Fermilab Accelerator Science and Technology (FAST) facility.
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Submicropulse electron-beam dynamics correlated with short-range wakefields in Tesla-type superconducting rf cavities

TL;DR: In this paper, the authors reported direct observations of submicropulse beam centroid shifts (head-tail kicks) correlated with short-range wakefields generated by off-axis electron-beam steering in Tesla-type superconducting rf cavities.
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Record High-Gradient SRF Beam Acceleration at Fermilab

TL;DR: In this paper, the authors report the record performance large-scale SRF system with average beam accelerating gradient matching the International Linear Collider (ILC) specification of 31.5 MV m−1.