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

Bayesian methods and differentiable models for optics studies at the ISOLDE facility

MOPM052
2 Jun 2025, 16:00
2h
Exhibiton Hall A _Magpie (TWTC)

Exhibiton Hall A _Magpie

TWTC

Poster Presentation MC1.T12 Beam Injection/Extraction and Transport Monday Poster Session

Speaker

Pablo Andreas Arrutia Sota (University of Oxford)

Description

The Isotope mass Separator On-Line facility (ISOLDE) delivers a wide range of low-energy radioactive ion beams to its experimental users. To meet varying demands, the facility uses different target materials, ionization methods, and cooling/bunching techniques, with beam configurations potentially changing weekly. To model particle transport through the transfer lines, it is essential to reconstruct the beam's initial transverse phase space for each setup, achieved via quadrupole scan measurements. This work explores the application of Bayesian techniques and differentiable models to reduce the time required to perform the beam setup.

Region represented Europe
Paper preparation format LaTeX

Author

Pablo Andreas Arrutia Sota (University of Oxford)

Co-authors

Francesco Velotti (European Organization for Nuclear Research) Quentin Vuillemin (European Organization for Nuclear Research)

Presentation materials

There are no materials yet.