1–6 Jun 2025
Taipei International Convention Center (TICC)
Asia/Taipei timezone

Nonlinear online optimization by Bayesian optimization

WEPM032
4 Jun 2025, 16:00
2h
Exhibiton Hall A _Magpie (TWTC)

Exhibiton Hall A _Magpie

TWTC

Poster Presentation MC5.D01 Beam Optics Lattices, Correction Schemes, Transport Wednesday Poster Session

Speaker

Mr Mau-Sen Chiu (National Synchrotron Radiation Research Center)

Description

Nonlinear magnetic elements introduce tune shifts with amplitude and energy deviation, which degrade the dynamic aperture and shorten the beam lifetime. This paper proposes an online optimization method using Bayesian optimization to fine-tune nonlinear magnetic elements, aiming to improve beam injection efficiency and extend the beam lifetime.

Region represented Asia
Paper preparation format Word

Author

Mr Mau-Sen Chiu (National Synchrotron Radiation Research Center)

Presentation materials

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