DC Field | Value | Language |
---|---|---|
dc.contributor.author | Omarov, Zhanibek | ko |
dc.contributor.author | Haciomeroglu, Selcuk | ko |
dc.date.accessioned | 2022-05-24T03:01:07Z | - |
dc.date.available | 2022-05-24T03:01:07Z | - |
dc.date.created | 2022-05-24 | - |
dc.date.created | 2022-05-24 | - |
dc.date.issued | 2022-03 | - |
dc.identifier.citation | NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, v.1026 | - |
dc.identifier.issn | 0168-9002 | - |
dc.identifier.uri | http://hdl.handle.net/10203/296641 | - |
dc.description.abstract | We present a non-destructive beam profile monitoring concept that utilizes numerical optimization tools, namely genetic algorithm with a gradient descent-like minimization. The signal picked up by a button BPM includes information about the transverse profile content of the beam. A genetic algorithm is used to transform an arbitrary Gaussian beam in such a way that it eventually reconstructs the transverse position and the shape of the original beam to match the signal on the BPM electrodes. A case study for the developed algorithm is proton EDM experiment where conventional beam profile measurements are not possible. This method allows visualization of fairly distorted beams with non-Gaussian distributions as well. | - |
dc.language | English | - |
dc.publisher | ELSEVIER | - |
dc.title | Machine learning assisted non-destructive beam profile monitoring | - |
dc.type | Article | - |
dc.identifier.wosid | 000791839900006 | - |
dc.identifier.scopusid | 2-s2.0-85122206330 | - |
dc.type.rims | ART | - |
dc.citation.volume | 1026 | - |
dc.citation.publicationname | NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT | - |
dc.identifier.doi | 10.1016/j.nima.2021.166132 | - |
dc.contributor.nonIdAuthor | Haciomeroglu, Selcuk | - |
dc.description.isOpenAccess | N | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | Non-destructive beam profile monitor | - |
dc.subject.keywordAuthor | Iterative reconstruction | - |
dc.subject.keywordAuthor | Genetic algorithm | - |
dc.subject.keywordPlus | TRANSITION RADIATION | - |
dc.subject.keywordPlus | PERFORMANCE | - |
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