19–23 Aug 2024
POLIN
Europe/Warsaw timezone

Bayesian optimization for generating attosecond X-ray FEL pulses carrying orbital angular momentum

TUP147-FRA
20 Aug 2024, 16:20
4h 40m
POLIN

POLIN

Mordechaja Anielewicza 6 00-157 Warszawa Poland
Board: TUP147-FRA
Poster Presentation Advanced FEL modes and science applications Poster session

Speaker

Chenzhi Xu (Shanghai Institute of Applied Physics)

Description

Attosecond X-ray pulses carrying orbital angular momentum (OAM) are as a powerful tool for investigating various ultrafast phenomena, offering unique insights into the dynamics of matter at the atomic and molecular level. The self-seeded FEL with OAM (SSOAM) method providing a new way to produce attosecond X-ray vortices pulses with high intensity. In this study, we present our recent progress on optimizing the generation of high-power attosecond X-ray vortices using multi-objective Bayesian optimization.

Authors

Chenzhi Xu (Shanghai Institute of Applied Physics) Jiawei Yan (European X-Ray Free-Electron Laser) Gianluca Geloni (European X-Ray Free-Electron Laser) Christoph Lechner (European X-Ray Free-Electron Laser) Haixiao Deng (Shanghai Institute of Applied Physics)

Presentation materials

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