Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives
Although beam emittance is critical for the performance of high-brightness accelerators, optimization is often time limited as emittance calculations, commonly done via quadrupole scans, are typically slow. Such calculations are a type of multipoint query , i.e. each query requires multiple secondar...
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| Published in: | Machine learning: science and technology Vol. 5; no. 1; pp. 15004 - 15019 |
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| Main Authors: | , , , , , , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Bristol
IOP Publishing
01.03.2024
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| Subjects: | |
| ISSN: | 2632-2153, 2632-2153 |
| Online Access: | Get full text |
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