| Paper |
Title |
Page |
| WEPTS014 |
Coherent vs Incoherent Effects and Debye Length |
3116 |
| |
- G. Franchetti
GSI, Darmstadt, Germany
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In this proceeding it is discussed the effect of coherent vs. incoherent effect and discussing the validity of frozen models of space charge according to the Debye length and beam radius. This in view of discussing the relation of IBS and space charge
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| DOI • |
reference for this paper
※ https://doi.org/10.18429/JACoW-IPAC2019-WEPTS014
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| About • |
paper received ※ 15 April 2019 paper accepted ※ 28 May 2019 issue date ※ 21 June 2019 |
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| THPRB077 |
Optics Corrections Using Machine Learning in the LHC |
3990 |
| |
- E. Fol, J.M. Coello de Portugal, R. Tomás
CERN, Geneva, Switzerland
- G. Franchetti
GSI, Darmstadt, Germany
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Optics corrections in the LHC are based on a response matrix approach between available correctors and observables. Supervised learning has been applied to quadrupole error prediction at the LHC giving promising results in simulations and surpassing the performance of the traditional approach. A comparison of different algorithms is given and it is followed by the presentation of further possible concepts to obtain optics corrections using machine learning.
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| DOI • |
reference for this paper
※ https://doi.org/10.18429/JACoW-IPAC2019-THPRB077
|
|
| About • |
paper received ※ 14 May 2019 paper accepted ※ 21 May 2019 issue date ※ 21 June 2019 |
|
| Export • |
reference for this paper using
※ BibTeX,
※ LaTeX,
※ Text/Word,
※ RIS,
※ EndNote (xml)
|
|
| |