JACoW: Using Machine Learning to Improve Dynamic Aperture Estimates

[PDF] iop.org

Accelerating dynamic aperture evaluation using deep neural networks

D Di Croce, M Giovannozzi, T Pieloni… - Journal of Physics …, 2024 - iopscience.iop.org
Abstract The Dynamic Aperture is an important concept for the study of non-linear beam
dynamics in a circular accelerator. The DA is defined as the extent of the phase-space …
被引用次数：3 相关文章 所有 7 个版本
[PDF] cern.ch

JACOW: Accelerating dynamic aperture evaluation using deep neural networks

D Di Croce, M Seidel, FF Van der Veken… - JACoW IPAC, 2023 - cds.cern.ch
Abstract The Dynamic Aperture (DA) is an important concept for the study of non-linear
beam dynamics in a circular accelerator. The DA is defined as the extent of the phase-space …
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