Machine learning for design and control of particle accelerators: A look backward and forward
Particle accelerators are extremely complex machines that are challenging to simulate,
design, and control. Over the past decade, artificial intelligence (AI) and machine learning …
design, and control. Over the past decade, artificial intelligence (AI) and machine learning …
Review of linear optics measurement and correction for charged particle accelerators
Measurement and correction of charged particle beam optics have been a major concern
since the advent of strong focusing synchrotron accelerators. Traditionally, particle colliders …
since the advent of strong focusing synchrotron accelerators. Traditionally, particle colliders …
[图书][B] Beam-based correction and optimization for accelerators
X Huang - 2020 - library.oapen.org
This book provides systematic coverage of the beam-based techniques that accelerator
physicists use to improve the performance of large particle accelerators, including …
physicists use to improve the performance of large particle accelerators, including …
Experiment on space charge driven nonlinear resonance crossing in an ion synchrotron
G Franchetti, O Chorniy, I Hofmann, W Bayer… - Physical Review Special …, 2010 - APS
Trapping of particles in nonlinear resonances in the presence of space charge and
synchrotron motion may be a source of beam halo generation and beam loss in high …
synchrotron motion may be a source of beam halo generation and beam loss in high …
Correction of storage ring optics with an improved closed-orbit modulation method
We improved a previously proposed method of using closed-orbit modulation for linear
optics and coupling correction. Instead of fitting individual closed orbits, the improved …
optics and coupling correction. Instead of fitting individual closed orbits, the improved …
Online storage ring optimization using dimension-reduction and genetic algorithms
Particle storage rings are a rich application domain for online optimization algorithms. The
Cornell Electron Storage Ring (CESR) has hundreds of independently powered magnets …
Cornell Electron Storage Ring (CESR) has hundreds of independently powered magnets …
Data analysis using a combination of independent component analysis and empirical mode decomposition
A combination of independent component analysis and empirical mode decomposition (ICA-
EMD) is proposed in this paper to analyze low signal-to-noise ratio data. The advantages of …
EMD) is proposed in this paper to analyze low signal-to-noise ratio data. The advantages of …
Application of independent component analysis to ac dipole based optics measurement<? format?> and correction at the Relativistic Heavy Ion Collider
Correction of beta-beat is of great importance for performance improvement of high energy
accelerators, like the Relativistic Hadron Ion Collider (RHIC). At RHIC, using the …
accelerators, like the Relativistic Hadron Ion Collider (RHIC). At RHIC, using the …
Bayesian approach for linear optics correction
Y Li, R Rainer, W Cheng - Physical Review Accelerators and Beams, 2019 - APS
With a Bayesian approach, the linear optics correction algorithm for storage rings is
revisited. Starting from the Bayes' theorem, a complete linear optics model is simplified as …
revisited. Starting from the Bayes' theorem, a complete linear optics model is simplified as …
Improving the precision of linear optics measurements based on turn-by-turn beam position monitor data after a pulsed excitation in lepton storage rings
L Malina, J Coello de Portugal, T Persson… - … Review Accelerators and …, 2017 - APS
Beam optics control is of critical importance for machine performance and protection.
Nowadays, turn-by-turn (TbT) beam position monitor (BPM) data are increasingly exploited …
Nowadays, turn-by-turn (TbT) beam position monitor (BPM) data are increasingly exploited …